Alex Gomez-Villa
Alex Gomez-Villa
Verified email at upf.edu - Homepage
Title
Cited by
Cited by
Year
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
132*2017
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
322016
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
202019
Convolutional neural networks can be deceived by visual illusions
A Gomez-Villa, A Martin, J Vazquez-Corral, M Bertalmío
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
112019
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
112015
Visual illusions via neural dynamics: Wilson–Cowan-type models and the efficient representation principle
M Bertalmío, L Calatroni, V Franceschi, B Franceschiello, A Gomez Villa, ...
Journal of neurophysiology 123 (5), 1606-1618, 2020
72020
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
52018
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
52017
Visual Information flow in Wilson-Cowan networks
A Gomez-Villa, M Bertalmío, J Malo
arXiv preprint arXiv:1907.13046, 2019
42019
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
22019
Counting cells in time-lapse microscopy using deep neural networks
AG Villa, A Salazar, I Stefanini
arXiv preprint arXiv:1801.10443, 2018
22018
Color illusions also deceive CNNs for low-level vision tasks: Analysis and implications
A Gomez-Villa, A Martín, J Vazquez-Corral, M Bertalmío, J Malo
Vision Research 176, 156-174, 2020
12020
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
12016
Evidence for the intrinsically nonlinear nature of receptive fields in vision
B Marcelo, A Gomez-Villa, M Adrián, J Vazquez-Corral, D Kane, M Jesús
Scientific Reports (Nature Publisher Group) 10 (1), 2020
2020
Embedded Remote Photoplethysmography
AG Villa
SCUOLA UNIVERSITARIA PROFESSIONALE DELLA SVIZZERA ITALIANA, 2018
2018
Counting Cells in Time-Lapse Microscopy using Deep Neural Networks
A Gomez Villa, A Salazar, I Stefanini
arXiv, arXiv: 1801.10443, 2018
2018
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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