Adversarial Texture Optimization From RGB-D Scans

Jingwei Huang; Justus Thies; Angela Dai; Abhijit Kundu; Chiyu Max Jiang; Leonidas J. Guibas; Matthias Nießner; Thomas A. Funkhouser

doi:10.1109/cvpr42600.2020.00163

CVPR2020Top-tier venue

Adversarial Texture Optimization From RGB-D Scans

Jingwei Huang, Justus Thies, Angela Dai, Abhijit Kundu, Chiyu Max Jiang, Leonidas J. Guibas, Matthias Nießner, Thomas A. Funkhouser

DOI Publisher

2020Year

19Top-tier citations

Abstract

Ours Zhou and Koltun Figure 1. Our goal is to reconstruct high-quality textures from an RGB-D scan. Unlike traditional methods which optimize for a parametric color map to reduce misalignment error (Zhou and Koltun [36]), we learn a misalignment-tolerant discriminator, producing sharper textures.