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Jhony H. Giraldo
Jhony H. Giraldo
Other namesJhony-Heriberto Giraldo-Zuluaga, Jhony Giraldo
Assistant Professor, Télécom Paris, Institut Polytechnique de Paris
Verified email at telecom-paris.fr - Homepage
Title
Cited by
Cited by
Year
Graph Moving Object Segmentation
JH Giraldo, S Javed, T Bouwmans
IEEE Transactions on Pattern Analysis and Machine Intelligence, 1-1, 2020
692020
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
332019
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
322020
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
312019
GraphBGS: Background subtraction via recovery of graph signals
JH Giraldo, T Bouwmans
2020 25th International Conference on Pattern Recognition (ICPR), 6881-6888, 2021
302021
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
252021
The emerging field of graph signal processing for moving object segmentation
JH Giraldo, S Javed, M Sultana, SK Jung, T Bouwmans
Frontiers of Computer Vision: 27th International Workshop, IW-FCV 2021 …, 2021
252021
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
232018
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
21*2017
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
182022
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
152021
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
112020
Deep Learning Based Background Subtraction: A Systematic Survey
JH Giraldo, HT Le, T Bouwmans
Handbook of Pattern Recognition and Computer Vision, 51-73, 2020
82020
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
42022
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
42016
Robust foreground segmentation in RGBD data from complex scenes using adversarial networks
M Sultana, T Bouwmans, JH Giraldo, SK Jung
Frontiers of Computer Vision: 27th International Workshop, IW-FCV 2021 …, 2021
32021
Sampling of Graph Signals with Blue Noise Dithering
A Parada-Mayorga, DL Lau, JH Giraldo, GR Arce
2019 IEEE Data Science Workshop, 2019
32019
Understanding the Relationship between Over-smoothing and Over-squashing in Graph Neural Networks
JH Giraldo, FD Malliaros, T Bouwmans
arXiv preprint arXiv:2212.02374, 2022
12022
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
12022
Blue-noise sampling of signals on graphs
A Parada-Mayorga, DL Lau, JH Giraldo, GR Arce
2019 13th International conference on Sampling Theory and Applications …, 2019
12019
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