High-Fidelity 3D Digital Human Head Creation from RGB-D Selfies

2 code implementations • 12 Oct 2020 • Linchao Bao, Xiangkai Lin, Yajing Chen, Haoxian Zhang, Sheng Wang, Xuefei Zhe, Di Kang, HaoZhi Huang, Xinwei Jiang, Jue Wang, Dong Yu, Zhengyou Zhang

We present a fully automatic system that can produce high-fidelity, photo-realistic 3D digital human heads with a consumer RGB-D selfie camera.

Vocal Bursts Intensity Prediction

Predicting Loose-Fitting Garment Deformations Using Bone-Driven Motion Networks

1 code implementation • 3 May 2022 • Xiaoyu Pan, Jiaming Mai, Xinwei Jiang, Dongxue Tang, Jingxiang Li, Tianjia Shao, Kun Zhou, Xiaogang Jin, Dinesh Manocha

We present a learning algorithm that uses bone-driven motion networks to predict the deformation of loose-fitting garment meshes at interactive rates.

A Locality-based Neural Solver for Optical Motion Capture

1 code implementation • 1 Sep 2023 • Xiaoyu Pan, Bowen Zheng, Xinwei Jiang, Guanglong Xu, Xianli Gu, Jingxiang Li, Qilong Kou, He Wang, Tianjia Shao, Kun Zhou, Xiaogang Jin

Finally, we propose a training regime based on representation learning and data augmentation, by training the model on data with masking.

Data Augmentation Representation Learning

Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral Image

1 code implementation • 22 Apr 2020 • Yaoming Cai, Zijia Zhang, Zhihua Cai, Xiaobo Liu, Xinwei Jiang, Qin Yan

In this paper, we revisit the subspace clustering with graph convolution and present a novel subspace clustering framework called Graph Convolutional Subspace Clustering (GCSC) for robust HSI clustering.

Clustering Graph Embedding