High quality 3D reconstruction based on fusion of polarization imaging and binocular stereo vision

X Tian, R Liu, Z Wang, J Ma - Information Fusion, 2022 - Elsevier
Polarization imaging can retrieve inaccurate objects' 3D shapes with fine textures, whereas
coarse but accurate depths can be provided by binocular stereo vision. To take full …

DPS-Net: Deep polarimetric stereo depth estimation

C Tian, W Pan, Z Wang, M Mao… - Proceedings of the …, 2023 - openaccess.thecvf.com
Stereo depth estimation usually struggles to deal with textureless scenes for both traditional
and learning-based methods due to the inherent dependence on image correspondence …

Accurate polarimetric BRDF for real polarization scene rendering

Y Kondo, T Ono, L Sun, Y Hirasawa… - Computer Vision–ECCV …, 2020 - Springer
Polarization has been used to solve a lot of computer vision tasks such as Shape from
Polarization (SfP). But existing methods suffer from ambiguity problems of polarization. To …

Fusion-based high-quality polarization 3D reconstruction

R Liu, H Liang, Z Wang, J Ma, X Tian - Optics and Lasers in Engineering, 2023 - Elsevier
The fusion of shape from polarization (SFP) and depth sensors is an effective method for
high-quality 3D reconstruction. However, accurate registration of images from different …

Cromo: Cross-modal learning for monocular depth estimation

Y Verdié, J Song, B Mas, B Busam… - 2022 IEEE/CVF …, 2022 - ieeexplore.ieee.org
Learning-based depth estimation has witnessed recent progress in multiple directions; from
self-supervision using monocular video to supervised methods offering highest accuracy …

Shape from polarization with distant lighting estimation

Y Lyu, L Zhao, S Li, B Shi - IEEE Transactions on Pattern …, 2023 - ieeexplore.ieee.org
This article presents a new approach for surface normal recovery from polarization images
under an unknown distant light. Polarization provides rich cues of object geometry and …

Polarimetric relative pose estimation

Z Cui, V Larsson, M Pollefeys - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
In this paper we consider the problem of relative pose estimation from two images with per-
pixel polarimetric information. Using these additional measurements we derive a simple …

A comprehensive introduction to photometric 3d-reconstruction

JD Durou, M Falcone, Y Quéau, S Tozza - Advances in Photometric 3D …, 2020 - Springer
Photometric 3D-reconstruction techniques aim at inferring the geometry of a scene from one
or several images, by inverting a physical model describing the image formation. This …

Recent progress in shape from polarization

B Shi, J Yang, J Chen, R Zhang, R Chen - Advances in Photometric 3D …, 2020 - Springer
Photometric cues play an important role in recovering per-pixel 3D information from images.
Shape from shading and photometric stereo are popular photometric 3D reconstruction …

Uncalibrated, two source photo-polarimetric stereo

S Tozza, D Zhu, WAP Smith… - … on Pattern Analysis …, 2021 - ieeexplore.ieee.org
In this paper we present methods for estimating shape from polarisation and shading
information, ie photo-polarimetric shape estimation, under varying, but unknown …