FoVA-Depth: Field-of-View Agnostic Depth Estimation for Cross-Dataset Generalization

no code implementations • 24 Jan 2024 • Daniel Lichy, Hang Su, Abhishek Badki, Jan Kautz, Orazio Gallo

Unfortunately, most of the GT data is for pinhole cameras, making it impossible to properly train depth estimation models for large-FoV cameras.

Stereo Depth Estimation

MVPSNet: Fast Generalizable Multi-view Photometric Stereo

1 code implementation • ICCV 2023 • Dongxu Zhao, Daniel Lichy, Pierre-Nicolas Perrin, Jan-Michael Frahm, Soumyadip Sengupta

We propose a fast and generalizable solution to Multi-view Photometric Stereo (MVPS), called MVPSNet.

Stereo Matching

Fast Light-Weight Near-Field Photometric Stereo

no code implementations • CVPR 2022 • Daniel Lichy, Soumyadip Sengupta, David W. Jacobs

Existing approaches rely on optimization coupled with a far-field PS network operating on pixels or small patches.

Shape and Material Capture at Home

1 code implementation • CVPR 2021 • Daniel Lichy, Jiaye Wu, Soumyadip Sengupta, David W. Jacobs

In this paper, we present a technique for estimating the geometry and reflectance of objects using only a camera, flashlight, and optionally a tripod.