no code implementations • 5 Apr 2024 • François Darmon, Lorenzo Porzi, Samuel Rota-Bulò, Peter Kontschieder
In this paper, we address common error sources for 3D Gaussian Splatting (3DGS) including blur, imperfect camera poses, and color inconsistencies, with the goal of improving its robustness for practical applications like reconstructions from handheld phone captures.
1 code implementation • CVPR 2022 • François Darmon, Bénédicte Bascle, Jean-Clément Devaux, Pascal Monasse, Mathieu Aubry
Neural implicit surfaces have become an important technique for multi-view 3D reconstruction but their accuracy remains limited.
1 code implementation • 30 Apr 2021 • François Darmon, Bénédicte Bascle, Jean-Clément Devaux, Pascal Monasse, Mathieu Aubry
Deep multi-view stereo (MVS) methods have been developed and extensively compared on simple datasets, where they now outperform classical approaches.
no code implementations • 21 Oct 2020 • François Darmon, Mathieu Aubry, Pascal Monasse
We tackle the problem of finding accurate and robust keypoint correspondences between images.
2 code implementations • ECCV 2020 • Xi Shen, François Darmon, Alexei A. Efros, Mathieu Aubry
Coarse alignment is performed using RANSAC on off-the-shelf deep features.