Shape-from-Template in Flatland. - Mathias Gallardo; Daniel Pizarro 001; Adrien Bartoli; Toby Collins (CVPR, 2015)

Using Shading and a 3D Template to Reconstruct Complex Surface Deformations. - Mathias Gallardo; Toby Collins; Adrien Bartoli (BMVC, 2016)

Can We Jointly Register and Reconstruct Creased Surfaces by Shape-from-Template Accurately? - Mathias Gallardo; Toby Collins; Adrien Bartoli (ECCV (4), 2016)

Dense Non-rigid Structure-from-Motion and Shading with Unknown Albedos. - Mathias Gallardo; Toby Collins; Adrien Bartoli (ICCV, 2017)

Contributions to Monocular Deformable 3D Reconstruction: Curvilinear Objects and Multiple Visual Cues. (Contributions à la reconstruction 3D déformable monoculaire: objets curvilinéaires et indices visuels multiples). - Mathias Gallardo (2018)

Shape-From-Template with Curves. - Mathias Gallardo; Daniel Pizarro 001; Toby Collins; Adrien Bartoli (Int. J. Comput. Vis., 2020)

CataNet: Predicting Remaining Cataract Surgery Duration. - Andrés Marafioti; Michel Hayoz; Mathias Gallardo; Pablo Márquez-Neila; Sebastian Wolf 005; Martin Zinkernagel; Raphael Sznitman (MICCAI (4), 2021)

Learning how to robustly estimate camera pose in endoscopic videos. - Michel Hayoz; Christopher Hahne; Mathias Gallardo; Daniel Candinas; Thomas Kurmann; Maximilian Allan; Raphael Sznitman (Int. J. Comput. Assist. Radiol. Surg., 2023)