Papers and Publications
2022
Gomez-Donoso, Francisco; Escalona, Felix; Orts-Escolano, Sergio; Garcia-Garcia, Alberto; Garcia-Rodriguez, Jose; Cazorla, Miguel
3DSliceLeNet: Recognizing 3D Objects Using a Slice-Representation Journal Article
In: IEEE Access, vol. 10, pp. 15378-15392, 2022.
Links | BibTeX | Tags: 3D object recognition, AI, computer vision, deep learning
@article{9701312,
title = {3DSliceLeNet: Recognizing 3D Objects Using a Slice-Representation},
author = {Francisco Gomez-Donoso and Felix Escalona and Sergio Orts-Escolano and Alberto Garcia-Garcia and Jose Garcia-Rodriguez and Miguel Cazorla},
doi = {10.1109/ACCESS.2022.3148387},
year = {2022},
date = {2022-01-01},
journal = {IEEE Access},
volume = {10},
pages = {15378-15392},
keywords = {3D object recognition, AI, computer vision, deep learning},
pubstate = {published},
tppubtype = {article}
}
2020
Domenech, J. F.; Escalona, Felix; Gomez-Donoso, Francisco; Cazorla, Miguel
A Voxelized Fractal Descriptor for 3D Object Recognition Journal Article
In: IEEE Access, vol. 8, pp. 161958-161968, 2020.
BibTeX | Tags: 3D object recognition, AI, fractal geometry, voxelized fractal descriptor
@article{Domenech2020,
title = {A Voxelized Fractal Descriptor for 3D Object Recognition},
author = {J. F. Domenech and Felix Escalona and Francisco Gomez-Donoso and Miguel Cazorla},
year = {2020},
date = {2020-01-01},
journal = {IEEE Access},
volume = {8},
pages = {161958-161968},
keywords = {3D object recognition, AI, fractal geometry, voxelized fractal descriptor},
pubstate = {published},
tppubtype = {article}
}
Escalona, Felix; Viejo, Diego; Fisher, Robert; Cazorla, Miguel
NurbsNet: A Nurbs approach for 3d object recognition Proceedings Article
In: Proc. of International Joint Conference on Neural Networks (IJCNN), 2020.
BibTeX | Tags: 3D object recognition, AI, deep learning, Nurbs, surface modeling
@inproceedings{IJCNNFelix2020,
title = {NurbsNet: A Nurbs approach for 3d object recognition},
author = {Felix Escalona and Diego Viejo and Robert Fisher and Miguel Cazorla},
year = {2020},
date = {2020-01-01},
booktitle = {Proc. of International Joint Conference on Neural Networks (IJCNN)},
keywords = {3D object recognition, AI, deep learning, Nurbs, surface modeling},
pubstate = {published},
tppubtype = {inproceedings}
}
2018
Rangel, Jose Carlos; Gomez, J. Martinez; Gonzalez, C. Romero; Varea, I. Garcia; Cazorla, Miguel
semi-supervised 3D Object Recognition through CNN Labeling Journal Article
In: Applied soft Computing, vol. 65, pp. 603-613, 2018.
Links | BibTeX | Tags: 3D object recognition, AI, deep learning, semi-supervised
@article{Rangel2018,
title = {semi-supervised 3D Object Recognition through CNN Labeling},
author = {Jose Carlos Rangel and J. Martinez Gomez and C. Romero Gonzalez and I. Garcia Varea and Miguel Cazorla},
doi = {https://doi.org/10.1016/j.asoc.2018.02.005},
year = {2018},
date = {2018-01-01},
journal = {Applied soft Computing},
volume = {65},
pages = {603-613},
keywords = {3D object recognition, AI, deep learning, semi-supervised},
pubstate = {published},
tppubtype = {article}
}
2017
Garcia, Alberto Garcia; Rodriguez, Jose Garcia; Orts-Escolano, Sergio; Oprea, Sergiu; Gomez-Donoso, Francisco; Cazorla, Miguel
A study of the Effect of Noise and Occlusion on the Accuracy of Convolutional Neural Networks applied to 3D Object Recognition Journal Article
In: Computer Vision and Image Understanding, vol. 164, pp. 124-134, 2017.
BibTeX | Tags: 3D object recognition, AI, deep learning
@article{GomezGarcia2017CVIU,
title = {A study of the Effect of Noise and Occlusion on the Accuracy of Convolutional Neural Networks applied to 3D Object Recognition},
author = {Alberto Garcia Garcia and Jose Garcia Rodriguez and Sergio Orts-Escolano and Sergiu Oprea and Francisco Gomez-Donoso and Miguel Cazorla},
year = {2017},
date = {2017-01-01},
journal = {Computer Vision and Image Understanding},
volume = {164},
pages = {124-134},
keywords = {3D object recognition, AI, deep learning},
pubstate = {published},
tppubtype = {article}
}
2015
Rangel, Jose Carlos; Morell, V; Cazorla, Miguel; Orts-Escolano, Sergio; Garcia-Rodriguez, J
Using GNG on 3D Object Recognition in Noisy RGB-D data Proceedings Article
In: Neural Networks (IJCNN), The 2015 International Joint Conference on, 2015.
BibTeX | Tags: 3D object recognition, AI, GNG, noisy RGB-D
@inproceedings{Rangel2015IJCNN,
title = {Using GNG on 3D Object Recognition in Noisy RGB-D data},
author = {Jose Carlos Rangel and V Morell and Miguel Cazorla and Sergio Orts-Escolano and J Garcia-Rodriguez},
year = {2015},
date = {2015-01-01},
urldate = {2015-01-01},
booktitle = {Neural Networks (IJCNN), The 2015 International Joint Conference on},
keywords = {3D object recognition, AI, GNG, noisy RGB-D},
pubstate = {published},
tppubtype = {inproceedings}
}