Single-image svbrdf capture with a rendering-aware deep network

V Deschaintre, M Aittala, F Durand, G Drettakis… - ACM Transactions on …, 2018 - dl.acm.org
Texture, highlights, and shading are some of many visual cues that allow humans to
perceive material appearance in single pictures. Yet, recovering spatially-varying bi …

Unified shape and svbrdf recovery using differentiable monte carlo rendering

F Luan, S Zhao, K Bala, Z Dong - Computer Graphics Forum, 2021 - Wiley Online Library
Reconstructing the shape and appearance of real‐world objects using measured 2D images
has been a long‐standing inverse rendering problem. In this paper, we introduce a new …

[HTML][HTML] Deep appearance modeling: A survey

Y Dong - Visual Informatics, 2019 - Elsevier
Appearance modeling is an essential task in computer graphics for capturing and
reproducing rich appearance of real world materials under different lighting and viewing …

Practical svbrdf acquisition of 3d objects with unstructured flash photography

G Nam, JH Lee, D Gutierrez, MH Kim - ACM Transactions on Graphics …, 2018 - dl.acm.org
Capturing spatially-varying bidirectional reflectance distribution functions (SVBRDFs) of 3D
objects with just a single, hand-held camera (such as an off-the-shelf smartphone or a DSLR …

Deep polarization imaging for 3d shape and svbrdf acquisition

V Deschaintre, Y Lin, A Ghosh - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
We present a novel method for efficient acquisition of shape and spatially varying
reflectance of 3D objects using polarization cues. Unlike previous works that have exploited …

Highlight-aware two-stream network for single-image SVBRDF acquisition

J Guo, S Lai, C Tao, Y Cai, L Wang, Y Guo… - ACM Transactions on …, 2021 - dl.acm.org
This paper addresses the task of estimating spatially-varying reflectance (ie, SVBRDF) from
a single, casually captured image. Central to our method is a highlight-aware (HA) …

Deep shape from polarization

Y Ba, A Gilbert, F Wang, J Yang, R Chen… - Computer Vision–ECCV …, 2020 - Springer
This paper makes a first attempt to bring the Shape from Polarization (SfP) problem to the
realm of deep learning. The previous state-of-the-art methods for SfP have been purely …

Sparse ellipsometry: portable acquisition of polarimetric SVBRDF and shape with unstructured flash photography

I Hwang, DS Jeon, A Munoz, D Gutierrez… - ACM Transactions on …, 2022 - dl.acm.org
Ellipsometry techniques allow to measure polarization information of materials, requiring
precise rotations of optical components with different configurations of lights and sensors …

High-res facial appearance capture from polarized smartphone images

D Azinović, O Maury, C Hery… - Proceedings of the …, 2023 - openaccess.thecvf.com
We propose a novel method for high-quality facial texture reconstruction from RGB images
using a novel capturing routine based on a single smartphone which we equip with an …

[PDF][PDF] Simultaneous acquisition of polarimetric SVBRDF and normals.

SH Baek, DS Jeon, X Tong, MH Kim - ACM Trans. Graph., 2018 - vclab.kaist.ac.kr
Fig. 1. Polarimetric diffuse vs. specular light transport. Two linear polarization filters are
installed in front of a unpolarized projector and a camera.(a) The diffuse component of the …