Software

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Año de lanzamiento: 2019
Autor/es: Cristina Sáez Blázquez, Ignacio Martín Nieto, Rocío Mora Fernández de Córdoba, Arturo Farfán Martín, Diego González Aguilera
Empresa(s) que lo están explotando:
Breve descripción: Se trata de una nueva herramienta enfocada al diseño de sistemas geotérmicos de baja entalpía. Su versión inicial ha sido especialmente desarrollada para el cálculo de instalaciones geotérmicas emplazadas en la provincia de Ávila (España). GES – CAL es capaz de determinar el diseño final del sistema geotérmico además de proporcionar una completa evaluación económica y medioambiental a través de la comparativa de la solución geotérmica con otras fuentes energéticas.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


software_logo

Año de lanzamiento: 2019
Autor/es: José Antonio Martín-Jiménez, María Sánchez-Aparicio, Susana del Pozo, Susana Lagüela, Enrique González-González
Empresa(s) que lo están explotando: Iberdrola
Breve descripción: Infraestructura de datos espaciales para calcular el potencial solar fotovoltaico de cubiertas individuales.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


software_logo

Año de lanzamiento: 2018
Autor/es: Maria Sánchez Aparicio, Diego González Aguilera, Luis Javier Sánchez Aparicio, Luis Santiago Sánchez Pérez
Empresa(s) que lo están explotando: Promiex S.L.
Breve descripción: El software Mining Information System es una herramienta desarrollada bajo la plataforma QGIS capaz de gestionar, desde la fase de planificación hasta la etapa de restauración, el ciclo de vida de una explotación minera. Para ello hace uso de un conjunto de herramientas programadas en Phyton y PostgreSQL que permitirán la realización de cuadrículas mineras, gestión de nubes de puntos o incluso el procesado de estas.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


software_logo

Año de lanzamiento: 2018
Autor/es: Damian Ortega Terol, David Hernandez-Lopez, Susana del Pozo, Laura Piedelobo, Diego Guerrero, Rocio Ballesteros, Miguel Angel Moreno, Juan Ramon Charcho, Diego Gonzalez-Aguilera
Empresa(s) que lo están explotando: Confederación Hidrográfica del Duero
Breve descripción: Herramienta destinada al monitoreo y gestión de riegos a través de información satelital libre.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


software_logo

Año de lanzamiento: 2018
Autor/es: Martin Rodriguez Vales, Luis Javier Sánchez-Aparicio, Diego González-Aguilera, Pablo Rodríguez-Gonzalvez, Susana del Pozo Aguilera, Angel Luis Muñoz Nieto, Miguel Angel Maté Conzález
Empresa(s) que lo están explotando: ITOS3D Engineering
Breve descripción: Software para la visualización de modelos 3D a través del tiempo. Este software permite cargar diferentes modelos y visualizarlos en funcion de una fecha escogida por el usuario.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


software_logo

Año de lanzamiento: 2016
Autor/es: Luis Lopez-Fernández; Susana Lagüela-Lopez, Diego González-Aguilera
Empresa(s) que lo están explotando: ITOS3D Engineering
Breve descripción: Herramienta de código abierto que permite la evaluación automática de nubes de puntos con información termográfica para el desarrollo de proyectos smart cities. SolEMAP ha sido desarrollado con el fin de proveer al usuario de una herramienta automatizada para la evaluación de grandes áreas en cubiertas, estimando las zonas más optimas para la instalación de paneles solares. La evaluación geométrica de los tejados es complementada con información termográfica e información climática (a lo largo de un periodo de tiempo definido), permitiendo así la detección de obstáculos así como la estimación de la irradiación solar incidente en cada agua.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


software_logo

Año de lanzamiento: 2016
Autor/es: Luis López-Fernández; Manuel Gesto-Díaz; Diego González-Aguilera; Pablo Rodríguez-Gonzálvez
Empresa(s) que lo están explotando: ITOS 3D; SITOP
Breve descripción: Herramienta de código abierto para la evaluación de los detectores, descriptores y estratégias de matching entre puntos de interés extraídos en diferentes imágenes.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


software_logo

Año de lanzamiento: 2016
Autor/es: Luis López-Fernández; Pablo Rodríguez-Gonzálvez, Diego Guerrero-Sevilla; David Hernández-López; Diego González-Aguilera
Empresa(s) que lo están explotando: APLITOP
Breve descripción: Software destinado a la evaluación y comparación de diferentes estrategias 2.5D/3D de triangulación basada en el algoritmo de Delaunay. Elaborado bajo licencia GPL v3.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


software_logo

Año de lanzamiento: 2016
Autor/es: Diego González-Aguilera; Luis López-Fernández; Pablo Rodríguez-Gonzálvez; Diego Guerrero-Sevilla; David Hernández-López; Fabio Menna; Erica Nocerino; Isabella Toschi; Fabio Remondino; Andrea Ballabeni; Marco Gaiani
Empresa(s) que lo están explotando: ITOS3D Engineering
Breve descripción: El objetivo básico de GRAPHOS is proveer al usuario de una plataforma de procesamiento fotogramétrico (Structure from Motion), bajo código abierto. Dicha herramienta permite integrar, bajo una interfaz intuitiva, diferentes algoritmias propias de la fotogrametría y la visión computacional a fin de permitir la reconstrucción 3D de objetos con un alto grado de automatización. La precisión, facilidad de uso y robustez de los productos obtenidos son otros de los aspectos más destacables de GRAPHOS.

Para descargarlo vaya a: descargar GRAPHOS

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


software_logo

Año de lanzamiento: 2016
Autor/es: Luis Javier Sánchez-Aparicio, Belén Riveiro-Rodríguez, Borja del Conde Carnero, Diego González-Aguilera, Álvaro Bautista de Castro
Empresa(s) que lo están explotando:
Breve descripción: EyFEM (Enhance your Finite Element) es una herramienta para la calibración numérica de modelos por Elementos Finito, basado en el concepto Determinístico. Gracias a dicha calibración estos modelos podrán ser usados durante la fase de diseño de soluciones industriales/ constructivas así como la generación de modelos predictivos para evaluar los daños estructurales admisibles en construcciones. Requiere disponer de datos experimentales, bien provengan estos de campañas experimentales dinámicas o estáticas. Actuando como verdades terreno para calibrar la respuesta numérica.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


software_logo

Año de lanzamiento: 2016
Autor/es: Luis López-Fernández, Manuel Gesto-Díaz, Diego González-Aguilera, Pablo Rodríguez-Gonzálvez
Empresa(s) que lo están explotando: ITOS3D Engineering
Breve descripción: CLAW (CLoud Align Workbench) es una herramienta enfocada a la estimación de la transformación de semejanza con escalado isótropo entre nubes de puntos en diferentes sistemas de coordenadas de forma automática. Para este fin la herramienta ofrece al usuario final una amplia variedad de algoritmos de visión computacional, en las diferentes fases que componen el proceso: extracción de puntos de interés 3D, descripción y correspondencia. Dichas fases están diseñadas e interconectadas de forma que el usuario pueda configurar el flujo de trabajo automatizado, tanto a nivel general como particular. Como dato de entrada para el software sólo serán necesarias dos nubes de puntos 3D, con una zona de solape común, sin restricciones en cuanto a su origen, ni configuración.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2016
Autor/es: Luis López-Fernández, Susana Lagüela-López, Diego González-Aguilera, Pablo Rodríguez-Gonzálvez
Empresa(s) que lo están explotando: ITOS3D Engineering
Breve descripción: HOBEPA (HOney-BEe Population Assessment) es una herramienta para la evaluación no intrusiva y automática del estado poblacional de instalaciones apícolas. Tomando como entrada modelos 3D de alta resolución con información termográfica de las colmenas, la herramienta es capaz de calcular la temperatura en la superficie interior mediante técnicas de transmisión de calor por conducción. Esta evaluación arrojará información cuantitativa en forma de valores discretos de temperatura repartidos de forma homogénea sobre toda la superficie de la colmena, permitiendo la evaluación de la capacidad de la colonia para mantener su temperatura interior por encima de la temperatura que supondría el colapso de la misma.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2016
Autor/es: Luis López-Fernández, Susana Lagüela-López, Jesús Fernández-Hernández, Diego González-Aguilera, Pablo Rodríguez-Gonzálvez
Empresa(s) que lo están explotando: ITOS3D Engineering
Breve descripción: SOLFIN (SOLar-Farm INspection) es una herramienta para la inspección automática de instalaciones fotovoltaicas. Esta herramienta permite la identificación, cuantificación y geolocalización precisa de patologías en paneles solares fotovoltaicos tomando como entrada modelos 3D de alta resolución con información termográfica capturados con cualquier tipo de plataforma aérea. Esta evaluación arrojará información tanto cualitativa (existencia de daños) como cuantitativa (superficie dañada) de cada panel, permitiendo la detección de patologías que limiten su productividad y la planificación de forma eficaz de las labores e mantenimiento.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2016
Autor/es: Luis López-Fernández, Pablo Rodríguez-Gonzálvez, Diego Guerrero-Sevilla, David Hernández López, Diego González-Aguilera
Empresa(s) que lo están explotando: ITOS3D Engineering
Breve descripción: TRICLOUD (TRIangulation of point CLOUDs) es una herramienta para la generación y comparación de triangulaciones de nubes de puntos 3D.

La herramienta permite la triangulación de nubes de puntos 3D de gran volumen utilizando diferentes algoritmos que abarcan tanto estrategias de triangulación de Delaunay 2.5D como estrategias de triangulación 3D. Como complemento a la triangulación por defecto, se incluye la posibilidad de importar restricciones geométricas como líneas de rotura o zonas de exclusión mediante un sistema sencillo de ficheros ASCII. Además de poder ser utilizada como una herramienta de triangulación simple, intuitiva, eficaz y eficiente, “TRICLOUD” permitirá la comparación de los resultados de los diferentes algoritmos implementados tanto en tiempos de ejecución, como en el apartado geométrico.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2015
Autor/es: David Hernández-López, Beatriz Felipe-García, Diego González-Aguilera, Pablo Rodríguez-Gonzálvez, Javier Gómez-Lahoz, Jesús Fernández-Hernández, Soledad Belmar-Lizarán.
Empresa(s) que lo están explotando: Instituto Geográfico Nacional de España (España), Servicio de Información Territorial de las Islas Baleares (España), Xunta de Galícia (España), Junta de Comunidades de Castilla y León (España), GeoData Air SA (España) y Servicios Politécnicos Aéreos SA (España).
Breve descripción: Aplicación informática para el control geométrico y radiométrico de vuelos fotogramétricos que contempla diversidad de opciones y escenarios: control geométrico de planificación y ejecución de vuelos fotogramétricos con cámara matricial y de barrido, control geomátrico de planificción y ejecución de vuelos LIDAR, control radiométrico de imágenes aéreas de diferentes resoluciones radiométricas y cálculo de histogramas, etc.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2015
Autor/es: Manuel Gesto-Díaz, Diego González-Aguilera, Pablo Rodríguez-Gonzálvez
Empresa(s) que lo están explotando: ITOS3D Engineering
Breve descripción: Retrack 3D es un software diseñado para el reconocimiento de objetos y seugimiento a través de gaming sensor. El programa ha sido creado para funcionar con la primera generación de gaming sensors, limitando esto su campo de actuación a interiores y con una distancia entre 0.5m a 5m. La alimentación del programa procede de modelos CAD en formato malla (.stl, .ply, .obj).

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2015
Autor/es: Alberto Holgado-Barco, Diego González-Aguilera, Belén Riveiro-Rodríguez, Pablo Rodríguez-Gonzálvez
Empresa(s) que lo están explotando: ITOS3D Engineering, INSITU
Breve descripción: GeoRoad (Road Geometry Extraction), es una herramienta para la extracción de características geométricas de la carretera a partir de modelos 3D obtenidos por un Sistema de Mapeado Móvil (MMS). El software de alimenta de las nubes de puntos 3D capturadas por un MMS, como resultados se obtienen los diagramas geométricos de la carretera tanto planimétricos como altimétricos (longitudinal y transversal) así como el resto de geometría contenida en los perfiles transversales de la carretera.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2015
Autor/es: Susana Del Pozo-Aguilera, Mónica Herrero-Huerta, David Hernández-López, Pablo Rodríguez-Gonzálvez, Diego González-Aguilera
Empresa(s) que lo están explotando: ITOS3D Engineering, Sitop
Breve descripción: Aplicación informática para la calibración radiométrica de sensores pasivos en su uso de rango cercano (sin que se vean afectados por la absorción atmosférica de radiación solar). La calibración implementada por dicho software está basada en el método vicario de radiancias y puede aplicarse tanto al caso de sensores monoespectrales como multiespectrales. Una vez el sensor esté calibrado se podrán obtener imágenes en magnitudes físicas (reflectancias o radiancias) las cuales pueden ser explotadas para obtener información sobre recursos naturales, medio ambiente, agricultura de precisión, clasificación de cultivos, etc. de gran utilidad para la comunidad científica y para empresas que lleven a cabo análisis de firmas espectrales y análisis radiométricos de imágenes.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2014
Autor/es: Diego González-Aguilera, Diego Guerrero-Sevilla, David Hernández-López, Pablo Rodríguez-Gonzálvez, Luís López-Fernández, José Luís Marín-de-la-Iglesia
Empresa(s) que lo están explotando: Microsoft App Store, Bienetec
Breve descripción: Captura,visualiza y comparte tu mundo en 3D. El sueño de fotográfico de modelar en mundo en 3D ahora es posible gracias a PhoMod 3D y Windows Phone. PhoMod 3D App permite a los usuarios compartir y disfrutar de sus modelos tridimensionales de forma sencilla y gratuita. Dicha App encierra entre sus características principales: flexibilidad (cualquier tipo de imágenes y cámara), automatización en paso del 2D al 3D en un solo click) y escalabilidad (fácil adaptabilidad de la aplicación a gran número de usuarios y dominios).

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2014
Autor/es: Diego González-Aguilera, Javier Gómez-Lahoz, Pablo Rodríguez-Gonzálvez, David Hernández-López, Diego Guerrero-Sevilla, Jesús Fernández-Hernández
Empresa(s) que lo están explotando: ECONTOP
Breve descripción: Software para llevar a cabo la planificacion y control de precision y fiabilidad de un trabajo de fotogrametria terrestre. La mayor ventaja que ofrece el software es la posibilidad de optimizar y mejorar la red de imágenes establecidas a través de un wizard que se sustenta internamente en los conceptos más rigurosos del diseño y ajuste de redes geodésicas: diseño de orden zero, diseño de orden uno y diseño de orden 2.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2014
Autor/es: Diego González-Aguilera, Alejandro Morales-Sánchez, Miguel Ángel Gutiérrez, Alfonso Isidro
Empresa(s) que lo están explotando: Cuerpo de Bomberos (Avila)
Breve descripción: App para la asistencia al rescate en accidentes de trafico por parte de los Cuerpos y Fuerzas de Seguridad actuantes. Funciona bajo IOS y Android y permite acceder a la informacion técnica del vehiculo mediante codificacion QR.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2013
Autor/es: Diego González-Aguilera, Manuel Gesto-Díaz, Diego Guerrero-Sevilla, Pablo Rodríguez-Gonzálvez, David Hernández-López, Jesús Fernández-Hernández
Empresa(s) que lo están explotando: Proyestegal
Breve descripción: La mayor ventaja del software es que permite trabajar con sistemas gaming sensor para poder utilizarlos en los procesos de escaneo y modelado 3D con un coste muy reducido y con resultados muy aceptables para muchas aplicaciones de ingeniería y arquitectura. Sector al que va dirigido: cualquier empresa de ingeniería y arquitectura, en la que se requiera el trabajar con dispositivos de escaneo láser para modelizar pequeños objetos o escenarios.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2012
Autor/es: Diego González-Aguilera, David Hernández-López, Diego Guerrero-Sevilla, Pablo Rodríguez-Gonzálvez , Jesús Fernández-Hernández
Empresa(s) que lo están explotando: Fundación Bruno Kressler (Trento, Italy), ING Francia, Laboratorio MATIS (Paris, France), Universidad de Vigo, Universidad de Castilla La Mancha.
Breve descripción: PW-Photgrammetry Workbench es una herramienta para la generación de modelos 3D a partir de múltiples imágenes, tanto visibles como multiespectrales, capturadas desde tierra o desde aire y con cualquier tipo de cámara calibrada o no calibrada. Su originalidad reside en que garantiza automatismo total único a una alta calidad en los resultados. Es de interés para empresas de arquitectura o ingeniería donde trabajen con modelos tridimensionales

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


software_logo

Año de lanzamiento: 2012
Autor/es: Diego González-Aguilera, David Hernández-López, Diego Guerrero-Sevilla, Pablo Rodríguez-Gonzálvez , Jesús Fernández-Hernández
Empresa(s) que lo están explotando: INSITU
Breve descripción: Los sistemas de láser escáner terrestre (TLS) son una importante herramienta para la documentación geométrica de escenas complejas, el programa desarrollado, TLSCalib-Terrestrial Laser Scanner Calibration, es una aplicación para la calibración geométrica de estos sistemas de láser escáner.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2012
Autor/es: Diego González-Aguilera, David Hernández-López, Diego Guerrero-Sevilla, Pablo Rodríguez-Gonzálvez , Jesús Fernández-Hernández
Empresa(s) que lo están explotando: SITOP
Breve descripción: La mayor ventaja que ofrece es la posibilidad de trabajar con nubes de puntos provenientes de diferentes sensores, laser escáner y cámara fotográfica. Sector al que va dirigido: cualquier empresa de ingeniería, en la que sus datos de entrada son nubes de puntos tridimiensionales y en los que es necesario resolver los cambios en los sistemas de coordenadas.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2006
Autor/es: Diego González-Aguilera
Empresa(s) que lo están explotando: Jacobs Technology; AI2-3D; Johns Hopkins University;Human Rights Commission of Mexico;University of Laussane;Fhecor Ingenieros Consultores; Policia Cientifica de Madrid; APLITOP……
Breve descripción: Analisis dimensional y reconstruccion 3D a partir de una sola imagen.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


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Año de lanzamiento: 2003
Autor/es: Diego González-Aguilera, David Hernández-López, Diego Guerrero-Sevilla, Pablo Rodríguez-Gonzálvez , Jesús Fernández-Hernández
Empresa(s) que lo están explotando: INSITU, Universidad de Vigo
Breve descripción: En el campo de trabajo de la ingeniería, una labor siempre relevante es la evaluación la precisión y exactitud del trabajo realizado. Con independencia del campo de aplicación, dicho proceso de evaluación se lleva a cabo mediante simples operaciones estadísticas (media aritmética, desviación estándar,…) sobre los errores. No obstante, dichas asunciones no pueden ser generalizables, ya que presuponen que la población de la que proceden dichos errores es normal (gaussiana), por ello el programa STAR incorpora, además de una interfaz gráfica amigable, una batería de operaciones para analizar la exactitud en muestras de errores.

Creado en el año 2005 el grupo de investigación TIDOP, perteneciente al Departamento de Ingeniería Cartográfica y del Terreno de la Universidad de Salamanca (una de las Universidades más antiguas de Europa y referente académico con alrededor de 800 años de existencia), aúna sus esfuerzos en el desarrollo y aplicación de sensores inteligentes y sistemas computacionales a la ingeniería y arquitectura.

The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.The Geomatic Technologies for the 3D digitalization and modelling of complex objetcs (TIDOP) research group was created on 2005 and belongs to the Land and Cartographic Engineering Department of the University of Salamanca (one of the oldest universities in Europe and an academic point of reference throughout its almost 800 years of existence).This recognized research group is characterized by multi-disciplinary members with diverse profiles: geomatics, computer scientist, industrial engineers, civil engineers and architects devoted to the development and application of intelligent sensors and computer systems to engineering and architecture applications. One of the main streams of this group is the transfer of technology with more than 10 patents and intellectual properties.In the last years, the researchers have focused majority of the efforts on the development of algorithms and tools for modelling the world in 3D at scale only using photographs or points clouds. They have been awarded with several international and nationals prizes. As a result, TIDOP research unit works on more than ten projects in collaboration with leading companies in these industries and other issues related to aerospatial systems, energy, security, transport and road inventory and maintenance.

Software


Photogrammetry Modeler 3D

 

Descripción

Logo_PhoMod3DWP8The photographic dream of modeling the world in 3D at scale only using photographs comes true. Phomod3d has been conceived as the tool that will make the
sharing of the world in 3D a mainstream activity for users on the Windows Phone platform. PhoMod3D App empowers users to share and enjoy their 3d models friendly. PhoMod3d App encloses flexibility (coping with any type of images and cameras used by non-expert users), automation (passing from 2D to 3D with one click) and scalability (benefiting from the power of Windows Azure).

Diseño visual

Visualdesign

 

 

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Gaming Sensor Modelling

La mayor ventaja del software es que permite trabajar con sistemas gaming sensor para poder utilizarlos en los procesos de escaneo y modelado 3D con un coste muy reducido y con resultados muy aceptables para muchas aplicaciones de ingeniería y arquitectura. Sector al que va dirigido: cualquier empresa de ingeniería y arquitectura, en la que se requiera el trabajar con dispositivos de escaneo láser para modelizar pequeños objetos o escenarios.

 

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Photogrammetry Workbench

PW-Photgrammetry Workbench es una herramienta para la generación de modelos 3D a partir de múltiples imágenes, tanto visibles como multiespectrales, capturadas desde tierra o desde aire y con cualquier tipo de cámara calibrada o no calibrada.

Su originalidad reside en que garantiza automatismo total único a una alta calidad en los resultados.

Es de interés para empresas de arquitectura o ingeniería donde trabajen con modelos tridimensionales.

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Análisis termográfico de edificios

 

El uso de la termografía infrarroja comMapaEnergeticoo técnica sobradamente provada para la inspección de edificios y localización de patologías como fugas de aire, humedades, etc. Nos permite realizar un examen visual “in-situ” de calidad de los objetos de estudio gracias a la posibilidad de visualizar en tiempo real los resultados pudiendo detectar sin dificultad los desperfectos o elementos característicos de estos. Estas técnicas de medición cualitativa nos proporcionan la posibilidad de realizar inspecciones rápidas y eficaces sin contacto directo con el objeto y de forma no destructiva, lo que disminuye tanto el riesgo de incidentes para los operarios como los daños producidos en los propios objetos de estudio ocasionados por otras técnicas intrusivas. Además, también se ha demostrado la utilidad de la termografía infrarroja como técnica puramente de medida a través de su utilización para el cálculo de propiedades termofísicas de materiales tales como difusividad y transmitancia térmica.

En el caso de termografía cualitativa, las publicaciones existentes tratan de estudios realizados in-situ, principalmente en edificios históricos o elementos del patrimonio cultural, mientras que los estudios cualitativos se realizan, en la mayor parte de los casos, en laboratorios sobre muestras de tamaño limitado. En aquellos casos en los que se han realizado estudios termográficos cuantitativos sobre edificios in-situ, los valores de temperatura son empleados con el objetivo de obtener propiedades termofísicas (conductancia térmica) reales del cerramiento, sin embargo su distribución espacial no es considerada.

Conjugar ambas aplicaciones permitirá la automatización del cálculo de pérdidas de calor a partir de las temperaturas medidas con una cámara termográfica. De este modo, no solo se usa la termografía para representar el estado de la pared, sino que también se usan los valores de temperatura contenidos en la termografía para la extracción de parámetros métricos del edificio en estudio, por lo que la hibridación de la información termográfica con el material cartográfico de precisión permitiría extraer la geometría real del objeto de estudio con textura termográfica, pudiendo así realizar mediciones precisas de los elementos de interés directamente sobre el resultado obtenido.

 

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Estudios como el publicado por EuroACE en 2010 colocan la mejora de la eficiencia energética en edificación en cabeza de las acciones necesarias para la reducción de emisiones de gases del efecto invernadero y gasto energético, así como para servir de empuje a la generación de empleo. Especial es el caso del parque de edificios ya construidos, la mayoría procedente de los años 1940-80, con normativa inexistente y recursos escasos. En ellos las obras de rehabilitación energética pueden suponer un ahorro de hasta el 75% en consumo de energía. En España existen 13 millones de viviendas susceptibles de intervención, cuya rehabilitación energética supondría una reducción de las emisiones del sector del 34% con respecto al año 2001.

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Building thermographic analysis

 

 

The use of infraMapaEnergeticored thermography as a widely tested technique for building inspection and location of pathologies such as air leakage and moisture allows the performance of  quality “in-situ” visual examination of the objects under study due to the possibility of obtaining real-time results, being able to detect without difficulty damages or material characteristics. This qualitative measurement technique provides the capability of doing quick, effective and non-destructive inspection without direct contact with the object under study, decreasing the risk of incidents to operators and the damage of the objects comparing with other intrusive techniques. Furthermore, the utility of infrared thermography as a measurement technique has been proved by its use for the determination of the thermophysical properties of materials such as diffusivity and thermal transmittance.

In the qualitative approach, some authors have performed in-situ studies, mainly in historical buildings or cultural heritage elements, whereas quantitative studies are performed mainly in laboratories with limited size samples. In those cases where quantitative thermography studies were performed in-situ, temperature values were employed in order to obtain the real thermophysical properties (thermal conductance) of the building envelope, but their spatial distribution is not considered.

Combine both applications will enable the automation of the heat loss computation from the measured temperatures with a thermographic camera. Thus, the thermography is not only used to represent the state of the wall, but also temperature values represented on the thermography for extracting the metric parameters of the study object so the hybridization of the thermographic information with precise cartographic material would  allow to extract the actual geometry of the object of study with thermal texture, being able to make accurate measurements of the elements of interest directly on the obtained results.

 

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Studies such as the one published by EuroACE in 2010, places improved energy efficiency in building construction at the top of the list of actions that need to be taken to reduce greenhouse gases and energy costs, in addition to acting as a stimulus to generate employment. In particular is the case of existing buildings stock, most of which dates back to the period 1940-80, constructed using non-existent standards and scarce resources. Here, energy refurbishment works could represent a saving of up to 75% in energy consumption. In Spain there are 13 million homes that could be the subject of intervention, where energy refurbishment could result in a reduction in sector emissions of 34% compared to 2001.

 

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Multispectral Radiometric Calibration Software
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Road Geometry Extraction
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Quality Control of Photogrammetric Flights

La aplicación informática QCPHOTO «Quality Control of Photogrammetric Fligths» permite abordar el control geométrico y radiométrico de vuelos fotogramétricos desde una perspectiva sencilla y versátil. En la última versión dispone de las siguientes funcionalidades:

-Control geométrico de planificación y ejecución de vuelos fotogramétricos con cámara matricial y de barrido:

  • Control de escala, analizando la dimensión del píxel sobre el terreno (GSD).
  • Control de recubrimientos longitudinales y transversales.
  • Control de longitud y fragmentación de pasadas.
  • Control de toma: fecha de vuelo, altura solar, verticalidad, inclinación, cambio de rumbo…
  • Comparativa entre vuelo ejecutado y planificado.

-Control geométrico de planificación y ejecución de vuelos lídar:

  • Control de resolución espacial, analizando la densidad promedio.
  • Control de recubrimientos longitudinales y transversales.
  • Control de longitud y fragmentación de pasadas.
  • Control de campo de visión transversal (FOV).
  • Control de frecuencia de escaneado…

-Control radiométrico de imágenes aéreas de diferentes resoluciones radiométricas y cálculo de histogramas.

Este programa permite la generación de la información geométrica que conforma el vuelo (imágenes, pasadas, pares estereoscópicos, bloques de vuelo) con las características propias de cada sensor utilizado.

Respecto a la gestión de información de entrada y salida permite:

  • Entrada de datos a partir de base de datos (.mdb) y shape file (.shp).
  • Almacenamiento y gestión en base de datos Access.
  • Exportación de resultados en formato shp considerando las diferentes geometrías 2D y 3D posibles teóricas y reales.

En relación a la configuración de la aplicación dispone de:

  • Herramientas de definición de especificaciones técnicas.
  • Herramientas de definición de cámaras digitales matriciales, de barrido y sensores lídar.

Respecto al tratamiento de la información geográfica se han integrado operaciones entre CRSs en el territorio nacional conforme a:

  • Operaciones de transformación ED50 vs ETRS89 con la rejilla oficial del IGN.
  • Cambio de altitudes con el modelo del geoide oficial del IGN.

Para observar con más detalle la funcionalidad de este software puede descargar:

http://tidop.usal.es/donwloads/User_guide_QCPF.zip

Ejemplo de control de calidad de vuelo con cámara matricial:

http://tidop.usal.es/donwloads/Full-frame_example.zip

ejemplo_camara_full-frame

Ejemplo de control de calidad de vuelo con cámara lineal:

http://tidop.usal.es/donwloads/Pushbroom_example.zip

ejemplo_camara_linear-sensor

Ejemplo de control de calidad de vuelo lídar:

http://tidop.usal.es/donwloads/Lidar_example.zip

ejemplo_lidar

Puede encontrar una versión demo del programa para control de calidad de vuelo con cámara matricial en el enlace:

http://tidop.usal.es/donwloads/Demo_version_QCPF.zip

Junto al programa se descarga un conjunto de datos ejemplo y una guía donde se detalla el proceso a seguir.

Si está interesado en una demo para otro tipo de sensor o consultar en más detalle cualquier otra cuestión relacionada con el programa, contacte con los autores: david.hernandez@uclm.es.

 

 

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Mobile Laser System (MLS) applied to urban tree inventory

In urbanized Western Europe trees are considered an important component of the built-up environment. This also means that there is an increasing demand for tree inventories. Laser mobile mapping systems provide an efficient and accurate way to sample the 3D road surrounding including notable roadside trees. In this research line, a processing chain aiming at the extraction of tree locations and tree sizes from laser mobile mapping data is reached.

  • Vegetation extraction

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  • Tree parameter extraction

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Such steps, in combination with code optimization are expected to be sufficient to reach the final goal of automatized estimation of features sampled by mobile mapping at a rate that matches the acquisition speed and at a quality that matches the result of a human operator.

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Feature Matching Evaluation
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Mapa del potencial fotovoltaico de los tejados
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HOney-BEe Population Assessment
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Delaunay Triangulation
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Enhance your Finite Element Model
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CLoud Align Workbench
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Miembro del grupo TIDOP

Lloyd A. Courtenay

Graduado en arqueología por la Universidad Complutense de Madrid. Actualmente está acabando un Máster en Arqueología del Cuaternario y Evolución Humana por la Universidad Rovira i Virgili, Tarragona, con el objetivo de seguir con su formación investigadora matriculándose en un programa de Doctorado en prehistoria para el próximo año académico. Habiéndose especializado en el campo de la tafonomía, trabaja principalmente en el estudio microscópico de los restos óseos que aparecen en los yacimientos arqueológicos y paleontológicos. Su principal campo de investigación está dirigido hacia la aplicación de nuevas metodologías en yacimientos del Pleistoceno Inferior Africano. En los últimos años ha emprendido su carrera profesional adaptando los nuevos avances estadísticos en otros campos como la Inteligencia Artificial, buscando maneras de aplicarlos al estudio del registro fósil. Siguiendo esta línea de investigación, ha conseguido desarrollar una serie de algoritmos aplicando métodos de Machine y Deep Learning para el procesado de datos derivados de modelos 3D. Con el diseño de algoritmos complejos como las Redes de Neuronas Artificiales y las Máquinas de Vectores de Soporte, ha desarrollado nuevos modelos estadísticos que pueden distinguir entre la actividad de diferentes carnívoros a través de las marcas de dientes que dejan. Estos modelos permiten también la clasificación de las alteraciones microscópicas halladas como producto de agentes naturales o por el contrario, si fueron consecuencia de las actividades de caza de los antiguos homínidos.

Líneas de investigación:

  • Tafonomía y zooarqueología aplicado al estudio del Pleistoceno Inferior
  • Desarrollo de nuevos métodos para el estudio microscópico de los restos fósiles
  • Diseño y aplicación de nuevos métodos estadísticos en la arqueología, incluyendo la aplicación de técnicas 3D para la documentación de restos óseos, y el uso de algoritmos de Inteligencia Artificial para procesar tales datos
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TIDOP Member

Lloyd A. Courtenay

An Archaeology graduate having studied in the Complutense University of Madrid, he is currently finishing his Master’s degree in Quaternary Archaeology and Human Evolution in the University Rovira I Virgili, Tarragona. Starting next academic year, he intends to continue his professional career by enrolling in a Doctoral programme in prehistory. Specialised in the field of taphonomy, he works primarily on the microscopic study of osteological materials found in archaeological and paleontological sites. His main field of research lies in the development of new methods for the study of Lower Pleistocene sites in Africa. Over the last couple of years, he has focused his research on the adaptation of new statistical advances from other fields of research, such as Artificial Intelligence, with the hope of finding new means of applying these techniques to the prehistoric fossil register. Through this line of research, he has achieved the development of Machine and Deep Learning algorithms for the processing of 3D data. His most notable advances have included the development of Artificial Neural Networks and Support Vector Machines for the differentiation of carnivore activity through the tooth marks animals may leave on bone. He has also achieved models that are able to successfully classify microscopic traces, discerning between natural agents and those produced by ancient hominids in prehistoric butchery practices.

Research lines:

  • Taphonomy and zooarchaeology applied to the Lower Pleistocene
  • Development of new methodological approaches for the study of fossil remains
  • Design and application of new statistical models for archaeological studies, including 3D modelling for the documentation of bone, and the use of Artificial Intelligence algorithms for the processing of this data
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Drones terrestres aplicados al modelizado tridimensional e inspección de infraestructuras críticas y de difícil acceso

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Equipar drones con sensores láser, detectores de obstáculos y sistemas de control remoto permite obtener de forma segura y fiable los modelos tridimensionales de escenarios críticos, entendiendo como escenarios críticos todos aquellos escenarios en los que una persona correría peligro realizando los trabajos.

Este tipo de escenarios abarcan desde grutas angostas y estrechas a las que es difícil acceder, hasta escenarios industriales complejos, como subestaciones eléctricas, en las que existen riesgos de descargas eléctricas, salas de calderas, edificios con problemas estructurales etc.

A pesar de ser lugares críticos, su mantenimiento e inspección es un aspecto clave en el campo del control preventivo de averías y deformaciones, por lo que obtener el modelo tridimensional de estos lugares es fundamental. En este sentido, los drones terrestres, cada vez más sofisticados, permiten integrar escáner láser terrestre para capturar el entorno, asi como detectores de obstáculos y diferentes sistemas de comunicación, de modo que pueden moverse de forma autónoma o ser teledirigidos de forma remota.

Hasta el momento se ha investigado la integración de drones terrestres y escáner láser utilizando dos metodologías de trabajo diferentes, según el grado de precisión y detalle que se necesite y dependiendo de las dimensiones del espacio en el que se esté trabajando.

 

Finalmente, se está investigando la manera de combinar los modelos tridimensionales obtenidos por los drones terrestres con datos procedentes de drones aéreos equipados con cámaras fotográficas o cámaras termográficas. Combinar ambos modelos es esencial para obtener una cobertura total de la escena de estudio y poder detectar anomalías en cualquier lugar. Ésta línea de acción se está introduciendo para controlar subestaciones eléctricas y plantas solares fotovoltaicas ya que en ambos casos es posible detectar zonas con un calentamiento anormal que indiquen un funcionamiento que deberá revisarse.

 

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Land drones applied to three-dimensional modeling and control of complex industrial environments

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Land drones can be armed with different devices such as terrestrial laser scanner, obstacle detectors or remote control systems, in order to provide accurate 3D models of unattended or critical environments in a safe way.

Environments like narrow caves that are difficult to access, electrical substations where there are risk of electric shock, boiler rooms or buildings with structural problems are considered critical environments for human operators due to the danger they entail.

Despite being critical spaces, its maintenance, inspection and control are essential to prevent damages and detect breakdowns, so accurate three-dimensional models are indispensable. For this purpose, terrestrial drones allow the integration of terrestrial laser scanners to capture the environment, as well as obstacle detectors and different communication systems, so that they can be autonomous vehicles or remote-controlled vehicles.

Depending on the accuracy needed and the dimensions of the study case, two different  combinations of technologies have been explored, both combining laser scanner with land drones.

To complete this research line, we are working in different methodologies to combine 3D models obtained with land drones and data obtained with aerial drones equipped with conventional cameras or thermo graphic cameras.

Mix both kind of models make the three-dimensional model much more complete and it is possible to detect pathologies in almost everywhere.  Some of this process has been used with success in electrical substations and photovoltaic solar plants, detecting, for example, anomalies in some panels.

 

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Ingeniero del grupo TIDOP

Daniel Barrio Aguilera

Titulado el primero de su promoción como Técnico Superior en Sistemas de Telecomunicaciones e Informáticos en 2018 por el IES Vasco de la Zarza. Consiguió la titulación de Cisco “CCNA Routing and Switching” con carta de recomendación del CEO de Cisco gracias a la demostración de sus habilidades y conocimientos en el campo de las redes informáticas con equipo Cisco. Actualmente estudiando un Ciclo Formativo de Grado Superior en Desarrollo de Aplicaciones Multiplataforma en el IES Alonso de Madrigal, enfocándose en la programación y desarrollo de aplicaciones informáticas.

Líneas de investigación:

  • Desarrollo de apliaciones geotecnológicas
  • Diseño, creación y mantenimiento de portales web interactivos
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TIDOP Engineering

Daniel Barrio Aguilera

Titled the first of his promotion as Senior Technician in Telecommunications and Computer Systems in 2018 by the IES Vasco de la Zarza. He obtained the Cisco degree «CCNA Routing and Switching» with a letter of recommendation from the Cisco CEO thanks to his skills and knowledge shown in the field of computer networks with Cisco equipment. Currently he is studying a Superior Degree Formative Cycle in Multiplatform Applications Development at the IES Alonso de Madrigal, focusing on the programming and development of computer applications.

Research lines:

  • Development of geomatic applications
  • Design, creation and maintenance of interactive web portals
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Miembro del grupo TIDOP

Damián Ortega Terol

PhD en Geotecnologías Aplicadas a la Construcción, Energía e Industria (2018, Universidades de Salamanca y Vigo) con mención “cum laude” tras la finalización de su tesis doctoral titulada: “Innovación en el desarrollo de herramientas basadas en software libre para la explotación de imágenes aéreas y espaciales adquiridas con sensores de última generación”. Completa su formación académica con las titulaciones del graduado en Ingeniería Geomática y Topografía (2013, Universidad de Salamanca), Master Universitario en Geotecnologías Cartográficas en Ingeniería y Arquitectura (2011, Universidades de Salamanca y Valladolid), Ingeniero en Geodesia y Cartografía (2001, Universidad Politécnica de Valencia) e Ingeniero Técnico en Topografía (1998, Universidad Politécnica de Valencia). Posee una amplia experiencia en la programación de herramientas geomáticas basadas en software libre desarrollada en los diferentes puestos que ha ocupado: empresa pública Tragsatec (2001-2008), funcionario grupo A1 de la Escala de Técnicos Facultativos Superiores de los OOAA del Ministerio de Medio Ambiente (2008-2016) y en su reciente incorporación como funcionario de carrera en el Instituto Geográfico Nacional del Ministerio de Fomento (2016-actualidad).

Líneas de investigación:

  • Desarrollo de herramientas geomáticas basadas en software libre relacionadas con Sistemas de Información Geográfica, explotación de datos de Observación de la Tierra y Gestión Integrada de Recursos Hídricos.
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TIDOP Member

Damián Ortega Terol

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Research lines:

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Artificial Intelligence and the Impact of Wolves in Ávila

Throughout history wolves and humans have had a conflictive and complex love-hate relationship. On one hand, wolves are frequently the culprits of livestock predation, creating tension with local farmers and landowners, while on the other, their domestic relative the dog is considered a cultural extension of the family. Due to the attacks produced on livestock, tension has formed over the years among rural populations. Unfortunately, Castilla y León is one of the country’s most affected areas by wolf attacks on livestock; with Ávila being a focal point for most of these damages. fotowolf The objectives of this line of research are to use artificially intelligent algorithms to model and study the impact of wolves in the province of Ávila. Using spatial data, statistical Geographical Information System (GIS) approaches and Machine/Deep Learning, we hope to provide a new perspective to the study of wolf activities and attacks on local livestock. animaleswolf The advantages of artificially intelligent algorithms are multiple. These algorithms provide a new means of predicting when and where the next attack is most likely to occur. Likewise, additional research may be able to highlight which animals are more likely to be attacked. This data could be of great benefit to local agricultural communities, thus helping protect their assets and help alleviate tension that could better protect the wolf from danger of extinction.

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La Inteligencia Artificial y el Impacto del Lobo en Ávila

A lo largo de la historia los humanos y los lobos han tenido una relación de amor-odio bastante compleja y conflictiva. Por un lado, en muchas ocasiones los lobos son los culpables de los daños o ataques al ganado, generando tensión con ganaderos y terratenientes, mientras que por otro lado el perro, su pariente domesticado, es considerado culturalmente como un miembro más de la familia. Debido a los ataques al ganado, con el paso de los años se han ido acrecentando las tensiones con las poblaciones rurales. Por desgracia, la Comunidad Autónoma de Castilla y León es una de las zonas del país más afectadas por ataques de lobo, siendo Ávila uno de los focos que más daños acumula. fotowolf Los objetivos de esta línea de investigación es emplear algoritmos de inteligencia artificial para modelar y estudiar el impacto del lobo en la provincia de Ávila. Utilizando datos espaciales, enfoques estadísticos de Sistemas de Información Geográfica (SIG) y algoritmos de aprendizaje computacional, esperamos poder presentar una nueva perspectiva para el estudio de las actividades de los lobos y sus ataques al ganado local en la península. animaleswolf Las ventajas que presenta la inteligencia artificial son múltiples. Estos algoritmos son capaces de predecir con alta precisión dónde y cuándo es más probable que se produzca un nuevo ataque. De la misma forma, la investigación adicional puede destacar cual es el tipo de ganado más propenso a ser atacado. Estos datos pueden beneficiar a las comunidades ganaderas locales, ayudando a proteger a sus animales y a aliviar las tensiones generadas por los ataques, lo que puede a su vez ayudar a proteger mejor al lobo de su extinción.

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