Semantic image segmentation based on spatial relationships and inexact graph matching J Chopin, JB Fasquel, H Mouchère, R Dahyot, I Bloch 2020 Tenth International Conference on Image Processing Theory, Tools and …, 2020 | 12 | 2020 |
Improving semantic segmentation with graph-based structural knowledge J Chopin, JB Fasquel, H Mouchère, R Dahyot, I Bloch International Conference on Pattern Recognition and Artificial Intelligence …, 2022 | 7 | 2022 |
Model-based inexact graph matching on top of DNNs for semantic scene understanding J Chopin, JB Fasquel, H Mouchère, R Dahyot, I Bloch Computer Vision and Image Understanding 235, 103744, 2023 | 6 | 2023 |
QAP optimisation with reinforcement learning for faster graph matching in sequential semantic image analysis J Chopin, JB Fasquel, H Mouchère, R Dahyot, I Bloch International Conference on Pattern Recognition and Artificial Intelligence …, 2022 | 4 | 2022 |
Reinforcement Learning and Sequential QAP-Based Graph Matching for Semantic Segmentation of Images J Chopin, JB Fasquel, H Mouchère, R Dahyot, I Bloch Emerging Topics in Pattern Recognition and Artificial Intelligence, 259-294, 2025 | | 2025 |
Performance of Gaussian Mixture Model Classifiers on Embedded Feature Spaces J Chopin, R Dahyot arXiv preprint arXiv:2410.13421, 2024 | | 2024 |
Improving GMM registration with class encoding S Panahi, J Chopin, M Ulicny, R Dahyot Irish Machine Vision and Image Processing Conference 2023, 2023 | | 2023 |
Méthode d’analyse sémantique d’images combinant apprentissage profond et relations structurelles par appariement de graphes J Chopin, JB Fasquel, H Mouchère, I Bloch, R Dahyot Rencontres des Jeunes Chercheur· ses en Intelligence Artificielle (RJCIA 2020), 2020 | | 2020 |
Apprentissage profond et localisation d’objets: deux exemples d’applications en agriculture L Rigal, J Chopin, JB Fasquel, R Fernandez, C Challe-Blanloeil, ... RJCIA, 93, 2020 | | 2020 |