| 2025 | AAAI | Dynamic Entity-Masked Graph Diffusion Model for Histopathology Image Representation Learning. | Zhenfeng Zhuang, Min Cen, Yanfeng Li, Fangyu Zhou, Lequan Yu, Baptiste Magnier, Liansheng Wang |
| 2025 | ICCV | C | Min Cen, Zhenfeng Zhuang, Yuzhe Zhang, Min Zeng, Baptiste Magnier, Lequan Yu, Hong Zhang, Liansheng Wang |
| 2025 | MICCAI | MVMIL: Multi-view Multiple Instance Learning for Whole Slide Image Classification of Bladder Cancer. | Shen Liu, Yihuang Hu, Weiping Lin, Ying Huang, Jun Hou, Baptiste Magnier, Liansheng Wang |
| 2025 | MICCAI | Multi-stage Multi-resolution Fusion for Accurate and Efficient Whole Slide Image Segmentation in Colorectal Cancer. | Shen Liu, Weiping Lin, Wentai Hou, Yuanzheng Lou, Baptiste Magnier, Yanqing Ding, Liansheng Wang |
| 2025 | MICCAI | Enhancing WSI-Based Survival Analysis with Report-Auxiliary Self-distillation. | Zheng Wang, Hong Liu, Zheng Wang, Danyi Li, Min Cen, Baptiste Magnier, Li Liang, Liansheng Wang |
| 2024 | ICASSP | Straightforward Adaptation of Particle Filter to Fish Eye Images for Top View Pedestrian Tracking. | Hicham Talaoubrid, Khizar Hayat, Baptiste Magnier |
| 2024 | MICCAI | ORCGT: Ollivier-Ricci Curvature-Based Graph Model for Lung STAS Prediction. | Min Cen, Zheng Wang, Zhenfeng Zhuang, Hong Zhang, Dan Su, Zhen Bao, Weiwei Wei, Baptiste Magnier, Lequan Yu, Liansheng Wang |
| 2023 | ICASSP | 2DSBG: A 2d Semi Bi-Gaussian Filter Adapted for Adjacent and Multi-Scale Line Feature Detection. | Baptiste Magnier, Ghulam Sakhi Shokouh, Louis Berthier, Marcel Pie, Adrien Ruggiero |
| 2023 | MICCAI | Cross-View Deformable Transformer for Non-displaced Hip Fracture Classification from Frontal-Lateral X-Ray Pair. | Zhonghang Zhu, Qichang Chen, Lequan Yu, Lianxin Wang, Defu Zhang, Baptiste Magnier, Liansheng Wang |
| 2023 | MMSP | Sensor-Based Behavior Analysis and Modeling for the Honeybee Superorganism: A Platform. | Sbastien Druon, Baptiste Magnier, Jonathan Bares, Jean Triboulet, Jean-Luc Oms, Matthieu Rousset |
| 2023 | MMSP | FORT: Fisheye Online Realtime Tracking with an Improved Kalman Filter. | Nathan Odic, Benoit Faure, Baptiste Magnier |
| 2022 | ICIAP | Performance of Recent Tiny/Small YOLO Versions in the Context of Top-View Fisheye Images. | Benoit Faure, Nathan Odic, Olfa Haggui, Baptiste Magnier |
| 2022 | ICPR | Repeatability Evaluation of Keypoint Detection Techniques in Tracking Underwater Video Frames. | Ghulam Sakhi Shokouh, Baptiste Magnier, Binbin Xu, Philippe Montesinos |
| 2022 | MICCAI | Clustering-Based Multi-instance Learning Network for Whole Slide Image Classification. | Wei Wu, Zhonghang Zhu, Baptiste Magnier, Liansheng Wang |
| 2022 | MICCAI | Reinforcement Learning Driven Intra-modal and Inter-modal Representation Learning for 3D Medical Image Classification. | Zhonghang Zhu, Liansheng Wang, Baptiste Magnier, Lei Zhu, Defu Zhang, Lequan Yu |
| 2021 | CAIP | A Multi-scale Line Feature Detection Using Second Order Semi-Gaussian Filters. | Baptiste Magnier, Ghulam-Sakhi Shokouh, Binbin Xu, Philippe Montesinos |
| 2021 | MMSP | Human Detection in Moving Fisheye Camera using an Improved YOLOv3 Framework. | Olfa Haggui, Hamza Bayd, Baptiste Magnier, Arezki Aberkane |
| 2020 | ICASSP | A Recursive Edge Detector For Color Filter Array Image. | Baptiste Magnier, Arezki Aberkane, N. Gorrity |
| 2020 | ICPR | An Objective Comparison of Ridge/Valley Detectors by Image Filtering. | Ghulam-Sakhi Shokouh, Baptiste Magnier, Binbin Xu, Philippe Montesinos |
| 2019 | ICASSP | Edge Detection Evaluation: A New Normalized Figure of Merit. | Baptiste Magnier |
| 2019 | ICMV | Integrated convolutional neural network model with statistical moments layer for vehicle classification. | Amel Tuama, Hasan Abdulrahman, Baptiste Magnier |
| 2018 | ACIVS | Derivative Half Gaussian Kernels and Shock Filter. | Baptiste Magnier, Vincent Noblet, Adrien Voisin, Dylan Legouestre |
| 2018 | ICISP | An Objective Evaluation of Edge Detection Methods Based on Oriented Half Kernels. | Baptiste Magnier |
| 2017 | IBPRIA | A New Normalized Supervised Edge Detection Evaluation. | Hasan Abdulrahman, Baptiste Magnier, Philippe Montesinos |
| 2017 | ICIAP | A New Objective Supervised Edge Detection Assessment Using Hysteresis Thresholds. | Hasan Abdulrahman, Baptiste Magnier, Philippe Montesinos |
| 2015 | ACIVS | RSD-DOG: A New Image Descriptor Based on Second Order Derivatives. | Darshan Venkatrayappa, Philippe Montesinos, Daniel Diep, Baptiste Magnier |
| 2015 | CAIP | A Novel Image Descriptor Based on Anisotropic Filtering. | Darshan Venkatrayappa, Philippe Montesinos, Daniel Diep, Baptiste Magnier |
| 2014 | ICASSP | Multi-scale crest line extraction based on half Gaussian Kernels. | Baptiste Magnier, Arezki Aberkane, Philippe Borianne, Philippe Montesinos, Christophe Jourdan |
| 2013 | IPAS | Evolution of image regularization with PDEs toward a new anisotropic smoothing based on half kernels. | Baptiste Magnier, Philippe Montesinos |
| 2011 | ACIVS | Ridges and Valleys Detection in Images Using Difference of Rotating Half Smoothing Filters. | Baptiste Magnier, Philippe Montesinos, Daniel Diep |
| 2011 | ICASSP | Texture removal by pixel classification using a rotating filter. | Baptiste Magnier, Philippe Montesinos, Daniel Diep |
| 2010 | ACIVS | A New Perceptual Edge Detector in Color Images. | Philippe Montesinos, Baptiste Magnier |