Shihong Xia is a professor at the Institute of Computing Technology, CAS. He is leading a research group working on human motion modeling in computer graphics, computer vision and VR/AR.
Contact Info
Email：xsh@ict.ac.cn
Tel：86 10 62600852
For more details, please refer to https://hmmlab.cn/
Research Areas
Computer Graphics, Virtual Reality, Artificial Intelligence
Selected Publications
32. Lei Hu, Zihao Zhang, Yongjing Ye, Yiwen Xu, Shihong Xia. Diffusion‐based Human Motion Style Transfer with Semantic Guidance (2024-11-19) doi: https://doi.org/10.1111/cgf.15169
31. Lei Hu, Zihao Zhang, Chongyang Zhong, Boyuan Jiang, Shihong Xia. Pose-aware Attention Networkfor Flexible Motion Retargeting by Body Part. IEEE TVCG 30(8): 4792-4808 (2024).
30. Boyuan Jiang, Lei Hu, Shihong Xia. Probabilistic Triangulation for Uncalibrated Multi-View 3D Human Pose Estimation. ICCV 2023: 14804-148143.
29. Chongyang Zhong, Lei Hu, Zihao Zhang, Shihong Xia. AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism. ICCV 2023: 509-5194.
28. Zhenfeng Fan, Zhiheng Zhang, Shuang Yang, Chongyang Zhong, Min Cao, Shihong Xia. Unpaired Multi-domain Attribute Translation of 3D Facial Shapes with a Square and Symmetric Geometric Map. ICCV 2023: 20771-20781.
27. Zhenfeng Fan, Silong Peng, Shihong Xia. Towards Fine-grained Optimal 3D Face Dense Registration: an Iterative Dividing and Diffusing Method. IJCV 131(9): 2356-2376 (2023).
26. Yuhui Wen, Lin Gao, Hongbo Fu, FangLue Zhang, Shihong Xia, YongJin Liu. Motif-GCNs with Local and Non-Local Temporal Blocks for Skeleton-Based Action Recognition. IEEE TPAMI 45(2): 2009-2023 (2023).
25. Yongjing Ye, Libin Liu, Lei Hu, Shihong Xia. Neural3Points: Learning to Generate Physically Realistic Full-body Motion for Virtual Reality Users. CGF 41(8): 183-194 (SCA 2022).
24. Jie Yang, Lin Gao, Qingyang Tan, Yihua Huang, Shihong Xia, Yu-Kun Lai. Multiscale Mesh Deformation Component Analysis with Attention-Based Autoencoders. IEEE TVCG 29(2): 1301-1317 (2023).
23. Chongyang Zhong, Lei Hu, Zihao Zhang, Shihong Xia. Learning Uncoupled-Modulation CVAE for 3D Action-Conditioned Human Motion Synthesis. ECCV (21) 2022: 716-732.
22. Chongyang Zhong, Lei Hu, Zihao Zhang, Yongjing Ye, Shihong Xia. Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction. CVPR 2022: 6447-6456.
21. Shuyu Chen, Jia-Qi Zhang, Lin Gao, Yue He, Shihong Xia, Min Shi, Fanglue Zhang. Active Colorization for Cartoon Line Drawings. IEEE TVCG 28(2): 1198-1208 (2022)
20. Zihao Zhang, Lei Hu, Xiaoming Deng, Shihong Xia. Sequential 3D Human Pose Estimation Using Adaptive Point Cloud Sampling Strategy. IJCAI 2021: 1330-1337.
19. Zhiyong Wang, Jinxiang Chai, Shihong Xia. Combining Recurrent Neural Networks and Adversarial Training for Human Motion Synthesis and Control. IEEE TVCG 27(1): 14-28 (2021)
18. Zhiyong Wang, Jinxiang Chai, Shihong Xia. Realtime and Accurate 3D Eye Gaze Capture with DCNN-Based Iris and Pupil Segmentation. IEEE TVCG 27(1): 190-203 (2021)
17. Lin Gao, Yu-Kun Lai, Jie Yang, Ling-Xiao Zhang, Shihong Xia, Leif Kobbelt. Sparse Data Driven Mesh Deformation. IEEE TVCG 27(3): 2085-2100 (2021)
16. Shu-Yu Chen, Wanchao Su, Lin Gao, Shihong Xia, Hongbo Fu. DeepFaceDrawing: Deep Generation of Face Images from Sketches. ACM TOG / SIGGRAPH, 2020，39 (4), 72: 1-72: 16
15. Zihao Zhang, Lei Hu, Xiaoming Deng, Shihong Xia. Weakly Supervised Adversarial Learning for 3D Human Pose Estimation from Point Clouds. IEEE TVCG/VR 26 (5), 1851-1859, 2020.
14. Mingze Yuan, Lin Gao, Hongbo Fu, Shihong Xia. Temporal Upsampling of Depth Maps Using a Hybrid Camera. IEEE TVCG 25(3): 1591-1602 (2019)
13. Yuhui Wen, Lin Gao, Hongbo Fu, Fang-Lue Zhang, Shihong Xia. Graph CNNs with Motif and Variable Temporal Block for Skeleton-based Action Recognition. AAAI 2019: 8989-8996.
12. Yuhui Wen, Hongshi Huang, Yuanyuan Yu, Si Zhang, Jie Yang, Yingfang Ao, Shihong Xia. Effect of tibia marker placement on knee joint kinematic analysis. Gait & Posture 60 (2018) 99-103.
11. Lin Gao, Jie Yang, Yiling Qiao, Yukun Lai, Paul Rosin, Weiwei Xu, Shihong Xia. Automatic unpaired shape deformation transfer. ACM TOG / SIGGRAPH Asia 2018, 37 (6), 237: 1-237: 15
10. Qingyang Tan, Lin Gao, Yu-Kun Lai, Shihong Xia. Variational Autoencoders for Deforming 3D Mesh Models. CVPR 2018: 5841-5850
9. Shuyu Chen, Lin Gao, Yu-Kun Lai, Paul L. Rosin, Shihong Xia. Real-time 3D Face Reconstruction and Gaze Tracking for Virtual Reality. IEEE VR 2018: 525-526
8. Shihong Xia, Zihao Zhang, Le Su. Cascaded 3D Full-body Pose Regression from Single Depth Image at 100 FPS. IEEE VR 2018: 431-438
7. Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia. Mesh-based Autoencoders for Localized Deformation Component Analysis. AAAI 2018: 2452-2459.
6. Kangkan Wang, Guofeng Zhang, Shihong Xia. Templateless Non-rigid Reconstruction and Motion Tracking with a Single RGB-D Camera. IEEE TIP 26(12): 5966-5979 (2017)
5. Shihong Xia, Lin Gao, Yu-Kun Lai, Ming-Ze Yuan, Jinxiang Chai. A Survey on Human Performance Capture and Animation. JCST 32(3): 536-554 (2017)
4. Xiaolei Lv, Jinxiang Chai, Shihong Xia. Data-driven Inverse Dynamics for Human Motion. ACM TOG / SIGGRAPH Asia 2016: 35(6), 163:1-163:12.
3. Lin Gao, Yu-Kun Lai, Dun Liang, Shu-Yu Chen, Shihong Xia. Efficient and Flexible Deformation Representation for Data-Driven Surface Modeling. ACM TOG, vol. 35(5), 158:1-17, 2016
2. Congyi Wang, Fuhao Shi, Shihong Xia, Jinxiang Chai. Realtime 3D eye gaze animation using a single RGB camera. ACM TOG / SIGGRAPH 2016: 35(4), 118:1-118:14
1. Shihong Xia, Congyi Wang, Jinxiang Chai, Jessica Hodgins. Realtime Style Transfer for Unlabeled Heterogeneous Human Motion. ACM TOG / SIGGRAPH 2015. 34(4), 119:1-119:10