| Graph Moving Object Segmentation JH Giraldo, S Javed, T Bouwmans IEEE Transactions on Pattern Analysis and Machine Intelligence, 1-1, 2020 | 77 | 2020 |
| Blue-noise sampling on graphs A Parada-Mayorga, DL Lau, JH Giraldo, GR Arce IEEE Transactions on Signal and Information Processing over Networks 5 (3 …, 2019 | 38 | 2019 |
| Semi-supervised background subtraction of unseen videos: Minimization of the total variation of graph signals JH Giraldo, T Bouwmans 2020 IEEE international conference on image processing (ICIP), 3224-3228, 2020 | 37 | 2020 |
| GraphBGS: Background subtraction via recovery of graph signals JH Giraldo, T Bouwmans 2020 25th International Conference on Pattern Recognition (ICPR), 6881-6888, 2021 | 33 | 2021 |
| Moving object detection for event-based vision using graph spectral clustering A Mondal, JH Giraldo, T Bouwmans, AS Chowdhury Proceedings of the IEEE/CVF International Conference on Computer Vision, 876-884, 2021 | 33 | 2021 |
| 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 |
| The emerging field of graph signal processing for moving object segmentation JH Giraldo, S Javed, M Sultana, SK Jung, T Bouwmans International Workshop on Frontiers of Computer Vision, 31-45, 2021 | 29 | 2021 |
| 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 | 29 | 2018 |
| Reconstruction of time-varying graph signals via Sobolev smoothness JH Giraldo, A Mahmood, B Garcia-Garcia, D Thanou, T Bouwmans IEEE Transactions on Signal and Information Processing over Networks 8, 201-214, 2022 | 25 | 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 | 25* | 2017 |
| Graph CNN for moving object detection in complex environments from unseen videos JH Giraldo, S Javed, N Werghi, T Bouwmans Proceedings of the IEEE/CVF International Conference on Computer Vision, 225-233, 2021 | 20 | 2021 |
| On the minimization of Sobolev norms of time-varying graph signals: Estimation of new Coronavirus disease 2019 cases JH Giraldo, T Bouwmans 2020 IEEE 30th International Workshop on Machine Learning for Signal …, 2020 | 15 | 2020 |
| On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks JH Giraldo, K Skianis, T Bouwmans, FD Malliaros Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 10* | 2023 |
| SemiSegSAR: A semi-supervised segmentation algorithm for ship SAR images MC El Rai, JH Giraldo, M Al-Saad, M Darweech, T Bouwmans IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022 | 10 | 2022 |
| Deep Learning Based Background Subtraction: A Systematic Survey JH Giraldo, HT Le, T Bouwmans Handbook of Pattern Recognition and Computer Vision, 51-73, 2020 | 9 | 2020 |
| Hypergraph convolutional networks for weakly-supervised semantic segmentation JH Giraldo, V Scarrica, A Staiano, F Camastra, T Bouwmans 2022 IEEE International Conference on Image Processing (ICIP), 16-20, 2022 | 6 | 2022 |
| Robust foreground segmentation in RGBD data from complex scenes using adversarial networks M Sultana, T Bouwmans, JH Giraldo, SK Jung International Workshop on Frontiers of Computer Vision, 3-16, 2021 | 5 | 2021 |
| Semi-supervised recognition of the Diploglossus millepunctatus lizard species using artificial vision algorithms JH Giraldo-Zuluaga, A Salazar, JM Daza arXiv preprint arXiv:1611.02803, 2016 | 4 | 2016 |
| Sampling of Graph Signals with Blue Noise Dithering A Parada-Mayorga, DL Lau, JH Giraldo, GR Arce 2019 IEEE Data Science Workshop, 2019 | 3 | 2019 |
| Higher-Order Sparse Convolutions in Graph Neural Networks JH Giraldo, S Javed, A Mahmood, FD Malliaros, T Bouwmans ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
Thierry BOUWMANSLaboratoire MIA, La Rochelle UniversitéVerified email at univ-lr.fr
