RayMVSNet++: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo

no code implementations • 16 Jul 2023 • Yifei Shi, Junhua Xi, Dewen Hu, Zhiping Cai, Kai Xu

In particular, we propose RayMVSNet which learns sequential prediction of a 1D implicit field along each camera ray with the zero-crossing point indicating scene depth.

Depth Estimation Multi-Task Learning +1

RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo

no code implementations • CVPR 2022 • Junhua Xi, Yifei Shi, Yijie Wang, Yulan Guo, Kai Xu

In particular, we propose RayMVSNet which learns sequential prediction of a 1D implicit field along each camera ray with the zero-crossing point indicating scene depth.

Multi-Task Learning