Alexander Gomez-Villa
Alexander Gomez-Villa
Dirección de correo verificada de upf.edu - Página principal
TítuloCitado porAño
Towards automatic wild animal monitoring: Identification of animal species in camera-trap images using very deep convolutional neural networks
AG Villa, A Salazar, F Vargas
Ecological informatics 41, 24-32, 2017
852017
Animal identification in low quality camera-trap images using very deep convolutional neural networks and confidence thresholds
A Gomez, G Diez, A Salazar, A Diaz
International Symposium on Visual Computing, 747-756, 2016
222016
Camera-trap images segmentation using multi-layer robust principal component analysis
JH Giraldo-Zuluaga, A Salazar, A Gomez, A Diaz-Pulido
The Visual Computer 35 (3), 335-347, 2019
132019
Recognition of Mammal Genera on Camera-Trap Images Using Multi-layer Robust Principal Component Analysis and Mixture Neural Networks
JH Giraldo-Zuluaga, A Salazar, A Gomez, A Diaz-Pulido
2017 IEEE 29th International Conference on Tools with Artificial …, 2017
102017
Car detection methodology in outdoor environment based on histogram of oriented gradient (HOG) and support vector machine (SVM)
S Guzman, A Gomez, G Diez, DS Fernández
IET Digital Library, 2015
102015
Counting cells in time-lapse microscopy using deep neural networks
AG Villa, A Salazar, I Stefanini
arXiv preprint arXiv:1801.10443, 2018
52018
Convolutional neural networks can be deceived by visual illusions
A Gomez-Villa, A Martín, J Vazquez-Corral, M Bertalmío
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
3*2019
Automatic identification of Scenedesmus polymorphic microalgae from microscopic images
JH Giraldo-Zuluaga, A Salazar, G Diez, A Gomez, T Martínez, JF Vargas, ...
Pattern Analysis and Applications 21 (2), 601-612, 2018
22018
Visual Information flow in Wilson-Cowan networks
A Gomez-Villa, M Bertalmío, J Malo
arXiv preprint arXiv:1907.13046, 2019
12019
Visual Illusions Also Deceive Convolutional Neural Networks: Analysis and Implications
A Gomez-Villa, A Martín, J Vazquez-Corral, M Bertalmío, J Malo
arXiv preprint arXiv:1912.01643, 2019
2019
Synthesizing Visual Illusions Using Generative Adversarial Networks
A Gomez-Villa, A Martín, J Vazquez-Corral, J Malo, M Bertalmío
arXiv preprint arXiv:1911.09599, 2019
2019
Visual illusions via neural dynamics: Wilson-Cowan-type models and the efficient representation principle
M Bertalmio, L Calatroni, V Franceschi, B Franceschiello, A Gomez-Villa, ...
arXiv preprint arXiv:1907.13004, 2019
2019
Embedded Remote Photoplethysmography
AG Villa
SCUOLA UNIVERSITARIA PROFESSIONALE DELLA SVIZZERA ITALIANA, 2018
2018
A Markov random field image segmentation model for lizard spots
A Gómez-Villa, G Díez-Valencia, AE Salazar-Jimenez
Revista Facultad de Ingeniería Universidad de Antioquia, 41-49, 2016
2016
A Markov Random Field and Active Contour Image Segmentation Model for Animal Spots Patterns
A Gómez, G Díez, J Giraldo, A Salazar, JM Daza
International Symposium on Visual Computing, 173-184, 2015
2015
Automatic Segmentation of Coral Reefs Implementing Textures Analysis and Color Features with Gaussian Mixtures Models
JF Pérez, A Gómez, JH Giraldo, S Guzmán, DS Fernández
IET Digital Library, 2015
2015
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