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 | 335 | 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 | 62 | 2016 |
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 | 53 | 2019 |
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 | 46 | 2020 |
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 | 36 | 2022 |
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 | 35 | 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, 601-612, 2018 | 34 | 2018 |
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 | 24 | 2020 |
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 | 23 | 2020 |
Contrast sensitivity functions in autoencoders Q Li, A Gomez-Villa, M Bertalmío, J Malo Journal of Vision 22 (6), 8-8, 2022 | 19 | 2022 |
Visual information flow in Wilson–Cowan networks A Gomez-Villa, M Bertalmío, J Malo Journal of Neurophysiology 123 (6), 2249-2268, 2020 | 19 | 2020 |
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 | 14 | 2017 |
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 | 14 | 2015 |
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 | 13 | 2017 |
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 | 10* | 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 | 9 | 2024 |
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 | 5 | 2016 |
Embedded remote photoplethysmography AG Villa SCUOLA UNIVERSITARIA PROFESSIONALE DELLA SVIZZERA ITALIANA, 2018 | 2 | 2018 |
Counting cells in time-lapse microscopy using deep neural networks AG Villa, A Salazar, I Stefanini arXiv preprint arXiv:1801.10443, 2018 | 2 | 2018 |