Papers and Publications
2023
Gomez-Donoso, Francisco; Castano, Julio; Escalona, Felix; Cazorla, Miguel
Three-Dimensional Reconstruction Using SFM for Actual Pedestrian Classification Journal Article
In: Expert Sytems with Applications, vol. 213, 2023.
BibTeX | Tags: 3D reconstruction, AI, computer vision, deep learning, pedestrian classification, structure from motion
@article{gomezDonoso2022c,
title = {Three-Dimensional Reconstruction Using SFM for Actual Pedestrian Classification},
author = {Francisco Gomez-Donoso and Julio Castano and Felix Escalona and Miguel Cazorla},
year = {2023},
date = {2023-01-01},
journal = {Expert Sytems with Applications},
volume = {213},
keywords = {3D reconstruction, AI, computer vision, deep learning, pedestrian classification, structure from motion},
pubstate = {published},
tppubtype = {article}
}
2015
Revett, Anastassia Angelopoulou; Psarrou, Alexandra; Garcia-Rodriguez, Jose; Orts-Escolano, Sergio; Azorin-Lopez, Jorge; Kenneth,
3D Reconstruction of Medical Images from slices Automatically Landmarked with Growing Neural Models Journal Article
In: Neurocomputing, vol. 150, Part, pp. 16-25, 2015.
BibTeX | Tags: 3D reconstruction, AI, medical images, neural models
@article{Angelopouloul2015,
title = {3D Reconstruction of Medical Images from slices Automatically Landmarked with Growing Neural Models},
author = {Anastassia Angelopoulou Revett and Alexandra Psarrou and Jose Garcia-Rodriguez and Sergio Orts-Escolano and Jorge Azorin-Lopez and Kenneth},
year = {2015},
date = {2015-01-01},
urldate = {2015-01-01},
journal = {Neurocomputing},
volume = {150, Part},
pages = {16-25},
keywords = {3D reconstruction, AI, medical images, neural models},
pubstate = {published},
tppubtype = {article}
}
Orts-Escolano, Sergio; Garcia-Rodriguez, J; serra-Perez, J A; Jimeno-Morenilla, A; Garcia-Garcia, A; Morell, V; Cazorla, Miguel
3D Model Reconstruction using Neural Gas Accelerated on GPUs Journal Article
In: Applied soft Computing, vol. 32, pp. 87-100, 2015, ISSN: 1568-4946.
BibTeX | Tags: 3D reconstruction, AI, GPU, neural gas, point clouds
@article{Orts-Escolano2015,
title = {3D Model Reconstruction using Neural Gas Accelerated on GPUs},
author = {Sergio Orts-Escolano and J Garcia-Rodriguez and J A serra-Perez and A Jimeno-Morenilla and A Garcia-Garcia and V Morell and Miguel Cazorla},
issn = {1568-4946},
year = {2015},
date = {2015-01-01},
urldate = {2015-01-01},
journal = {Applied soft Computing},
volume = {32},
pages = {87-100},
keywords = {3D reconstruction, AI, GPU, neural gas, point clouds},
pubstate = {published},
tppubtype = {article}
}
2013
Jimeno-Morenilla, Antonio; Garcia-Rodriguez, Jose; sergio Orts-Escolano,; Davia-Aracil, Miguel
3D-based reconstruction using growing neural gas landmark: application to rapid prototyping in shoe last manufacturing Journal Article
In: The International Journal of Advanced Manufacturing Technology, vol. 69, no. 1, pp. 657-668, 2013.
Links | BibTeX | Tags: 3D reconstruction, AI, GNG, prototyping, shoe last manufacturing
@article{Jimeno-Morenilla2013,
title = {3D-based reconstruction using growing neural gas landmark: application to rapid prototyping in shoe last manufacturing},
author = {Antonio Jimeno-Morenilla and Jose Garcia-Rodriguez and sergio Orts-Escolano and Miguel Davia-Aracil},
doi = {10.1007/s00170-013-5061-3},
year = {2013},
date = {2013-01-01},
journal = {The International Journal of Advanced Manufacturing Technology},
volume = {69},
number = {1},
pages = {657-668},
keywords = {3D reconstruction, AI, GNG, prototyping, shoe last manufacturing},
pubstate = {published},
tppubtype = {article}
}
2012
sergio Orts-Escolano,; Garcia-Rodriguez, Jose; Viejo, Diego; Cazorla, Miguel; Morell, Vicente
GPGPU implementation of growing neural gas: Application to 3D scene reconstruction Journal Article
In: Journal of Parallel and Distributed Computing, vol. 72, no. 10, pp. 1361-1372, 2012, ISSN: 0743-7315.
Links | BibTeX | Tags: 3D reconstruction, AI, egomotion, GNG, GPU implementation
@article{Orts20121361,
title = {GPGPU implementation of growing neural gas: Application to 3D scene reconstruction},
author = {sergio Orts-Escolano and Jose Garcia-Rodriguez and Diego Viejo and Miguel Cazorla and Vicente Morell},
doi = {http://dx.doi.org/10.1016/j.jpdc.2012.05.008},
issn = {0743-7315},
year = {2012},
date = {2012-01-01},
journal = {Journal of Parallel and Distributed Computing},
volume = {72},
number = {10},
pages = {1361-1372},
keywords = {3D reconstruction, AI, egomotion, GNG, GPU implementation},
pubstate = {published},
tppubtype = {article}
}
2011
Viejo, Diego; Garcia, Jose; Cazorla, Miguel
6DoF egomotion computing using 3D GNG-based reconstruction Book Section
In: Advances in Computational Intelligence, pp. 50-57, springer Berlin Heidelberg, 2011.
BibTeX | Tags: 3D reconstruction, 6DoF egomotion, AI, GNG
@incollection{viejo20116dof,
title = {6DoF egomotion computing using 3D GNG-based reconstruction},
author = {Diego Viejo and Jose Garcia and Miguel Cazorla},
year = {2011},
date = {2011-01-01},
booktitle = {Advances in Computational Intelligence},
pages = {50-57},
publisher = {springer Berlin Heidelberg},
keywords = {3D reconstruction, 6DoF egomotion, AI, GNG},
pubstate = {published},
tppubtype = {incollection}
}
2005
Viejo, Diego; saez, Juan Manuel; Cazorla, Miguel; Escolano, Francisco
Active stereo based compact mapping Proceedings Article
In: Intelligent Robots and systems, 2005.(IROs 2005). 2005 IEEE/RsJ International Conference on, pp. 529-534, IEEE 2005.
BibTeX | Tags: 3D reconstruction, active stereo, AI, compact mapping
@inproceedings{viejo2005active,
title = {Active stereo based compact mapping},
author = {Diego Viejo and Juan Manuel saez and Miguel Cazorla and Francisco Escolano},
year = {2005},
date = {2005-01-01},
urldate = {2005-01-01},
booktitle = {Intelligent Robots and systems, 2005.(IROs 2005). 2005 IEEE/RsJ International Conference on},
pages = {529-534},
organization = {IEEE},
keywords = {3D reconstruction, active stereo, AI, compact mapping},
pubstate = {published},
tppubtype = {inproceedings}
}