Diverse 3D Hand Gesture Prediction from Body Dynamics by Bilateral Hand Disentanglement
Xingqun Qi, Chen Liu, Muyi Sun, Lincheng Li, Changjie Fan, Xin Yu
2023Year
10Top-tier citations
Abstract
based Markov Chain Monte Carlo (MCMC) sampling. Extensive experiments demonstrate that our method outperforms the state-of-the-art models on the B2H dataset and our newly collected TED Hands dataset. The dataset and code are available at: https://github.com/XingqunQi- lab/Diverse-3D-Hand-Gesture-Prediction.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Cited by top-tier papers10
- Audio-Visual Segmentation by Exploring Cross-Modal Mutual SemanticsChen Liu, Peike Patrick Li, Xingqun Qi, Hu Zhang et al.ACM MM 2023 · 33 citations
- UnifiedGesture: A Unified Gesture Synthesis Model for Multiple SkeletonsSicheng Yang, Zilin Wang, Zhiyong Wu, Minglei Li et al.ACM MM 2023 · 17 citations
- Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-Speech Gesture GenerationXingqun Qi, Jiahao Pan, Peng Li, Ruibin Yuan et al.CVPR 2024 · 9 citations
- Hand-Centric Motion Refinement for 3D Hand-Object Interaction via Hierarchical Spatial-Temporal ModelingYuze Hao, Jianrong Zhang, Tao Zhuo, Fuan Wen et al.AAAI 2024 · 7 citations
- Semantics2Hands: Transferring Hand Motion Semantics between AvatarsZijie Ye, Jia Jia, Junliang XingACM MM 2023 · 5 citations
Builds on22
- Learning Trajectory Dependencies for Human Motion PredictionWei Mao, Miaomiao Liu, Mathieu Salzmann, Hongdong LiICCV 2019 · 534 citations
- FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape From Single RGB ImagesChristian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan C. Russell et al.ICCV 2019 · 493 citations
- MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video RecognitionChao-Yuan Wu, Yanghao Li, Karttikeya Mangalam, Haoqi Fan et al.CVPR 2022 · 158 citations
- Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose EstimationShreyas Hampali, Sayan Deb Sarkar, Mahdi Rad, Vincent LepetitCVPR 2022 · 155 citations
- Learning Latent Space Energy-Based Prior ModelBo Pang, Tian Han, Erik Nijkamp, Song-Chun Zhu et al.NeurIPS 2020 · 152 citations
Related papers
- Body2Hands: Learning To Infer 3D Hands From Conversational Gesture Body DynamicsEvonne Ng, Shiry Ginosar, Trevor Darrell, Hanbyul JooCVPR 2021
- Text-Driven 3D Hand Motion Generation from Sign Language DataLéore Bensabath, Mathis Petrovich, Gül VarolCVPR 2026 · 5 citations
- BOTH2Hands: Inferring 3D Hands from Both Text Prompts and Body DynamicsWenqian Zhang, Molin Huang, Yuxuan Zhou, Juze Zhang et al.CVPR 2024
- Monocular Real-Time Hand Shape and Motion Capture Using Multi-Modal DataYuxiao Zhou, Marc Habermann, Weipeng Xu, Ikhsanul Habibie et al.CVPR 2020
- BodyFormer: Semantics-guided 3D Body Gesture Synthesis with TransformerKunkun Pang, Dafei Qin, Yingruo Fan, Julian Habekost et al.SIGGRAPH 2023 · 18 citations
