3 papers
cs.CV2026
Structure-Aware Consistency Priors for Shape from Polarization in Complex Media
Kaimin Yu, Puyun Wang, Huayang He +1
Recovering surface normals from single view polarization images in complex media remains challenging. This paper focuses on ice as a representative complex medium, where intricate…
cs.CV2026
UD-SfPNet: An Underwater Descattering Shape-from-Polarization Network for 3D Normal Reconstruction
Puyun Wang, Kaimin Yu, Huayang He +3
Underwater optical imaging is severely hindered by scattering, but polarization imaging offers the unique dual advantages of descattering and shape-from-polarization (SfP) 3D recon…
cs.CV2025
MuS-Polar3D: A Benchmark Dataset for Computational Polarimetric 3D Imaging under Multi-Scattering Conditions
Puyun Wang, Kaimin Yu, Huayang He +1
Polarization-based underwater 3D imaging exploits polarization cues to suppress background scattering, exhibiting distinct advantages in turbid water. Although data-driven polariza…