| 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 | 283 | 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 | 55 | 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 | 38 | 2019 |
| 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 | 33 | 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 | 29 | 2020 |
| 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 | 26 | 2018 |
| 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 | 19 | 2022 |
| 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 | 18 | 2020 |
| 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 | 16 | 2020 |
| Visual information flow in Wilson–Cowan networks A Gomez-Villa, M Bertalmío, J Malo Journal of Neurophysiology 123 (6), 2249-2268, 2020 | 16 | 2020 |
| Contrast sensitivity functions in autoencoders Q Li, A Gomez-Villa, M Bertalmío, J Malo Journal of Vision 22 (6), 8-8, 2022 | 15 | 2022 |
| 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 | 13 | 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 | 13 | 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 | 11 | 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 | 5* | 2022 |
| 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 | 4 | 2016 |
| 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 | 2* | 2022 |
| 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 |
| Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning A Gomez-Villa, B Twardowski, K Wang, J van de Weijer arXiv preprint arXiv:2309.06086, 2023 | | 2023 |
Augusto SalazarUniversidad de AntioquiaVerified email at udea.edu.co
