Bian, Siyuan

1. HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation
   2020/11/30 by Jiefeng Li, Chao Xu, Li, Jiefeng +9 · 22 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
2. Human Pose Regression with Residual Log-likelihood Estimation
   2021/07/23 by Li, Jiefeng, Bian, Siyuan, Zeng, Ailing +4 · 15 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery
   2023/04/12 by Jiefeng Li, Li, Jiefeng, Siyuan Bian +9 · 7 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
4. NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape Estimation
   2023/05/15 by Li, Jiefeng, Bian, Siyuan, Liu, Qi +3 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. D&D: Learning Human Dynamics from Dynamic Camera
   2022/09/19 by Jiefeng Li, Li, Jiefeng, Siyuan Bian +9 · 4 citations
   Computer Science · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Advanced Vision and Imaging
6. ChatGarment: Garment Estimation, Generation and Editing via Large Language Models
   2024/12/23 by Siyuan Bian, Bian, Siyuan, Chenghao Xu +13 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
7. ShapeBoost: Boosting Human Shape Estimation with Part-Based Parameterization and Clothing-Preserving Augmentation
   2024/03/02 by Siyuan Bian, Jiefeng Li, Bian, Siyuan +5 · 1 citation
   Engineering · Psychology · #3D Shape Modeling and Analysis #Color perception and design #Industrial Vision Systems and Defect Detection