| 2025 | MICCAI | SAMUSA: Segment Anything Model 2 for UltraSound Annotation. | Baptiste Podvin, Toby Collins, Ginther Saibro, Chiara Innocenzi, Yuchuan Yang, Flavio Milana, Yvonne Keeza, Grace Ufitinema, Florien Ujemurwego, Guido Torzilli, Jacques Marescaux, Daniel George, Alexandre Hostettler |
| 2023 | WACV | Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation. | Loic Themyr, Clment Rambour, Nicolas Thome, Toby Collins, Alexandre Hostettler |
| 2022 | IJCNN | Cross X-AI: Explainable Semantic Segmentation of Laparoscopic Images in Relation to Depth Estimation. | Francesco Bardozzo, Mattia delli Priscoli, Toby Collins, Antonello Forgione, Alexandre Hostettler, Roberto Tagliaferri |
| 2022 | MICCAI | Automatic Detection of Steatosis in Ultrasound Images with Comparative Visual Labeling. | Ginther Saibro, Michele Diana, Benot Sauer, Jacques Marescaux, Alexandre Hostettler, Toby Collins |
| 2022 | MICCAI | Memory Transformers for Full Context and High-Resolution 3D Medical Segmentation. | Loic Themyr, Clment Rambour, Nicolas Thome, Toby Collins, Alexandre Hostettler |
| 2021 | MICCAI | U-Net Transformer: Self and Cross Attention for Medical Image Segmentation. | Olivier Petit, Nicolas Thome, Clment Rambour, Loic Themyr, Toby Collins, Luc Soler |
| 2018 | MICCAI | Soft-Body Registration of Pre-operative 3D Models to Intra-operative RGBD Partial Body Scans. | Richard Modrzejewski, Toby Collins, Adrien Bartoli, Alexandre Hostettler, Jacques Marescaux |
| 2017 | ICCV | Dense Non-rigid Structure-from-Motion and Shading with Unknown Albedos. | Mathias Gallardo, Toby Collins, Adrien Bartoli |
| 2016 | BMVC | Using Shading and a 3D Template to Reconstruct Complex Surface Deformations. | Mathias Gallardo, Toby Collins, Adrien Bartoli |
| 2016 | CVPR | Inextensible Non-Rigid Shape-from-Motion by Second-Order Cone Programming. | Ajad Chhatkuli, Daniel Pizarro, Toby Collins, Adrien Bartoli |
| 2016 | ECCV | Can We Jointly Register and Reconstruct Creased Surfaces by Shape-from-Template Accurately? | Mathias Gallardo, Toby Collins, Adrien Bartoli |
| 2016 | MICCAI | Robust, Real-Time, Dense and Deformable 3D Organ Tracking in Laparoscopic Videos. | Toby Collins, Adrien Bartoli, Nicolas Bourdel, Michel Canis |
| 2016 | MICCAI | A System for Augmented Reality Guided Laparoscopic Tumour Resection with Quantitative Ex-vivo User Evaluation. | Toby Collins, Pauline Chauvet, Clment Debize, Daniel Pizarro, Adrien Bartoli, Michel Canis, Nicolas Bourdel |
| 2015 | CVPR | Shape-from-Template in Flatland. | Mathias Gallardo, Daniel Pizarro, Adrien Bartoli, Toby Collins |
| 2015 | ICCV | As-Rigid-as-Possible Volumetric Shape-from-Template. | Shaifali Parashar, Daniel Pizarro, Adrien Bartoli, Toby Collins |
| 2015 | ISMAR | Realtime Shape-from-Template: System and Applications. | Toby Collins, Adrien Bartoli |
| 2015 | MICCAI | Segmenting the Uterus in Monocular Laparoscopic Images without Manual Input. | Toby Collins, Adrien Bartoli, Nicolas Bourdel, Michel Canis |
| 2014 | ECCV | Using Isometry to Classify Correct/Incorrect 3D-2D Correspondences. | Toby Collins, Adrien Bartoli |
| 2014 | ECCV | An Analysis of Errors in Graph-Based Keypoint Matching and Proposed Solutions. | Toby Collins, Pablo Mesejo, Adrien Bartoli |
| 2014 | ISMAR | Computer-Assisted Laparoscopic myomectomy by augmenting the uterus with pre-operative MRI data. | Toby Collins, Daniel Pizarro, Adrien Bartoli, Michel Canis, Nicolas Bourdel |
| 2013 | BMVC | Isowarp and Conwarp: Warps that Exactly Comply with Weak-Perspective Projection of Deforming Objects. | Daniel Pizarro, Adrien Bartoli, Toby Collins |
| 2013 | CVPR | Template-Based Isometric Deformable 3D Reconstruction with Sampling-Based Focal Length Self-Calibration. | Adrien Bartoli, Toby Collins |
| 2013 | ICCV | A Robust Analytical Solution to Isometric Shape-from-Template with Focal Length Calibration. | Adrien Bartoli, Daniel Pizarro, Toby Collins |
| 2013 | MICCAI | Realtime Wide-Baseline Registration of the Uterus in Laparoscopic Videos Using Multiple Texture Maps. | Toby Collins, Daniel Pizarro, Adrien Bartoli, Michel Canis, Nicolas Bourdel |
| 2012 | CVPR | On template-based reconstruction from a single view: Analytical solutions and proofs of well-posedness for developable, isometric and conformal surfaces. | Adrien Bartoli, Yan Grard, Franois Chadebecq, Toby Collins |
| 2012 | MICCAI | 3D Reconstruction in Laparoscopy with Close-Range Photometric Stereo. | Toby Collins, Adrien Bartoli |