3 papers
cs.CV2026
Multi-view Surface Reconstruction Using Normal and Reflectance Cues
Robin Bruneau, Baptiste Brument, Yvain Quéau +4
Achieving high-fidelity 3D surface reconstruction while preserving fine details remains challenging, especially in the presence of materials with complex reflectance properties and…
eess.IV2025
Photometric Stereo using Gaussian Splatting and inverse rendering
Matéo Ducastel, David Tschumperlé, Yvain Quéau
Recent state-of-the-art algorithms in photometric stereo rely on neural networks and operate either through prior learning or inverse rendering optimization. Here, we revisit the p…
cs.LG2025
Implicit Regularization of the Deep Inverse Prior Trained with Inertia
Nathan Buskulic, Jalal Fadil, Yvain Quéau
Solving inverse problems with neural networks benefits from very few theoretical guarantees when it comes to the recovery guarantees. We provide in this work convergence and recove…