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
632017
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
152016
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
102019
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
82015
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
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
Counting cells in time-lapse microscopy using deep neural networks
AG Villa, A Salazar, I Stefanini
arXiv preprint arXiv:1801.10443, 2018
22018
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
Visual Information flow in Wilson-Cowan networks
A Gomez-Villa, M Bertalmío, J Malo
arXiv preprint arXiv:1907.13046, 2019
2019
Convolutional Neural Networks Can Be Deceived by Visual Illusions
A Gomez-Villa, A Martin, J Vazquez-Corral, M Bertalmio
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 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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