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Alex Gomez-Villa
Alex Gomez-Villa
Other namesAlexandra Gomez Villa
PhD Student, Computer Vision Center, UAB
Verified email at cvc.uab.es
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
3282017
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
632016
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
532019
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
452020
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, 335-347, 2019
352019
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, 601-612, 2018
342018
Continually learning self-supervised representations with projected functional regularization
A Gomez-Villa, B Twardowski, L Yu, AD Bagdanov, J Van de Weijer
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
332022
Evidence for the intrinsically nonlinear nature of receptive fields in vision
M Bertalmío, A Gomez-Villa, A Martín, J Vazquez-Corral, D Kane, J Malo
Scientific reports 10 (1), 16277, 2020
242020
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
232020
Contrast sensitivity functions in autoencoders
Q Li, A Gomez-Villa, M Bertalmío, J Malo
Journal of Vision 22 (6), 8-8, 2022
192022
Visual information flow in Wilson–Cowan networks
A Gomez-Villa, M Bertalmío, J Malo
Journal of Neurophysiology 123 (6), 2249-2268, 2020
192020
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
142017
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
142015
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
132017
On the synthesis of visual illusions using deep generative models
A Gomez-Villa, A Martín, J Vazquez-Corral, M Bertalmío, J Malo
Journal of Vision 22 (8), 2-2, 2022
10*2022
Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training
S Zini, A Gomez-Villa, M Buzzelli, B Twardowski, AD Bagdanov, ...
arXiv preprint arXiv:2202.07993, 2022
9*2022
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning
A Gomez-Villa, B Twardowski, K Wang, J van de Weijer
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
52024
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
52016
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
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