Poppy: Polarization-based Plug-and-Play Guidance for Enhancing Monocular Normal Estimation
arXiv:2603.27891v1 Announce Type: new
Abstract: Monocular surface normal estimators trained on large-scale RGB-normal data often perform poorly in the edge cases of reflective, textureless, and dark surfaces. Polarization encodes surface orientation i…