Pola4All: survey of polarimetric applications and an open-source toolkit to analyze polarization

J Rodriguez, LFC Lew-Yan-Voon… - Journal of Electronic …, 2024 - spiedigitallibrary.org
Polarization information of the light can provide rich cues for computer vision and scene
understanding tasks, such as the type of material, pose, and shape of the objects. With the …

SS-SfP: Neural Inverse Rendering for Self Supervised Shape from (Mixed) Polarization

A Tiwari, S Raman - arXiv preprint arXiv:2407.09294, 2024 - arxiv.org
We present a novel inverse rendering-based framework to estimate the 3D shape (per-pixel
surface normals and depth) of objects and scenes from single-view polarization images, the …

GNeRP: Gaussian-guided Neural Reconstruction of Reflective Objects with Noisy Polarization Priors

LI Yang, WU Ruizheng, LI Jiyong… - arXiv preprint arXiv …, 2024 - arxiv.org
Learning surfaces from neural radiance field (NeRF) became a rising topic in Multi-View
Stereo (MVS). Recent Signed Distance Function (SDF)-based methods demonstrated their …

Calibration and 3D vision with a color-polarimetric camera

J Rodriguez - 2023 - theses.hal.science
Among the different sensing modalities, vision sensors are the ones thatprovide the most
abundant environmental information. Additionally, the usage ofa short focal length lens …