51 citations · 71 across the 4 of their papers we have counts for
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cs.GR2023★ 9 cited
A Locality-based Neural Solver for Optical Motion Capture
Xiaoyu Pan, Bowen Zheng, Xinwei Jiang +8
We present a novel locality-based learning method for cleaning and solving optical motion capture data. Given noisy marker data, we propose a new heterogeneous graph neural network…
cs.GR2022★ 51 cited
Predicting Loose-Fitting Garment Deformations Using Bone-Driven Motion Networks
Xiaoyu Pan, Jiaming Mai, Xinwei Jiang +6
We present a learning algorithm that uses bone-driven motion networks to predict the deformation of loose-fitting garment meshes at interactive rates. Given a garment, we generate…
cs.GR2021★ 9 cited
HeterSkinNet: A Heterogeneous Network for Skin Weights Prediction
Xiaoyu Pan, Jiancong Huang, Jiaming Mai +5
Character rigging is universally needed in computer graphics but notoriously laborious. We present a new method, HeterSkinNet, aiming to fully automate such processes and significa…