Alex Gomez-Villa
Alex Gomez-Villa
PhD Student, Computer Vision Center, UAB
Dirección de correo verificada de cvc.uab.es - Página principal
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Año
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
143*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
352016
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
212019
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
122015
Convolutional neural networks can be deceived by visual illusions
A Gomez-Villa, A Martin, J Vazquez-Corral, M Bertalmío
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
112019
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
92020
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
82018
Automatic 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
arXiv preprint arXiv:1705.02727, 2017
82017
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
72017
Visual information flow in Wilson–Cowan networks
A Gomez-Villa, M Bertalmío, J Malo
Journal of neurophysiology 123 (6), 2249-2268, 2020
42020
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
32016
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
Embedded Remote Photoplethysmography
AG Villa
SCUOLA UNIVERSITARIA PROFESSIONALE DELLA SVIZZERA ITALIANA, 2018
22018
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
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
Counting Cells in Time-Lapse Microscopy using Deep Neural Networks
A Gomez Villa, A Salazar, I Stefanini
arXiv e-prints, 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
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–19