Learning an intrinsic garment space for interactive authoring of garment animation

• Published in: ACM transactions on graphics Vol. 38; no. 6; pp. 1 - 12
• Main Authors: Wang, Tuanfeng Y., Shao, Tianjia, Fu, Kai, Mitra, Niloy J.
• Format: Journal Article
• Language: English
• Published: New York, NY, USA ACM 08.11.2019
• Subjects: Animation; Computer graphics; Computing methodologies; Machine learning; Machine learning approaches; Neural networks; Shape modeling; interactive garment animation authoring; latent representation; intrinsic garment space

Authoring dynamic garment shapes for character animation on body motion is one of the fundamental steps in the CG industry. Established workflows are either time and labor consuming (i.e., manual editing on dense frames with controllers), or lack keyframe-level control (i.e., physically-based simula...