Dressing Avatars: Deep Photorealistic Appearance for Physically Simulated Clothing

no code implementations • 30 Jun 2022 • Donglai Xiang, Timur Bagautdinov, Tuur Stuyck, Fabian Prada, Javier Romero, Weipeng Xu, Shunsuke Saito, Jingfan Guo, Breannan Smith, Takaaki Shiratori, Yaser Sheikh, Jessica Hodgins, Chenglei Wu

The key idea is to introduce a neural clothing appearance model that operates on top of explicit geometry: at training time we use high-fidelity tracking, whereas at animation time we rely on physically simulated geometry.

Active Learning of Neural Collision Handler for Complex 3D Mesh Deformations

no code implementations • 8 Oct 2021 • Qingyang Tan, Zherong Pan, Breannan Smith, Takaaki Shiratori, Dinesh Manocha

We present a robust learning algorithm to detect and handle collisions in 3D deforming meshes.

Active Learning