Research Highlights
近五年来,团队累计发表高水平学术论文 40 余篇,其中 CCF-A 类顶级会议及期刊论文 25 篇。 代表性成果包括:荣获 AAAI 2023 杰出论文奖(Distinguished Paper Award),两项研究分别入选 ICCV 2023 和 ECAI 2023 Oral(口头报告)。团队研究成果广泛发表于 CVPR (8篇)、ICCV (3篇)、AAAI (3篇)、ACM Multimedia (3篇)、NeurIPS (2篇)、IJCAI (1篇)、WWW (1篇)、CSCW (1篇) 等顶尖国际会议,以及 IEEE TIP、IEEE TCYB 等领域内顶级期刊。此外,团队还勇夺 ICCV 2025 HANDS 全球挑战赛冠军。相关研究涵盖三维手部及人体姿态估计、高保真三维渲染、生成式建模、手势识别、多模态融合以及类别无关(Category-agnostic)的姿态学习等前沿领域。
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Keypoint Fusion for RGB-D Based 3D Hand Pose Estimation
Xingyu Liu, Pengfei Ren*, Yuanyuan Gao, Jingyu Wang, Haifeng Sun, Qi Qi, Jianxin Liao(
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Decoupled Iterative Refinement Framework forInteracting Hands Reconstruction from a Single RGB Image
Pengfei Ren, Chao Wen, Xiaozheng Zheng, Zhou Xue, Haifeng Sun, Qi Qi, Jingyu Wang, Jianxin Liao -

HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning
Xiaozheng Zheng, Chao Wen, Zhou Xue, Pengfei Ren, Jingyu Wang(
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Region-Aware Dynamic Filtering Network for 3D Hand Reconstruction
Yuchen Chen, Pengfei Ren*, Jingyu Wang, Haifeng Sun, Qi Qi, Jing Wang, Jianxin Liao -

Two Heads are Better than One: Image-Point Cloud Network for Depth-Based 3D Hand Pose Estimation
Pengfei Ren, Yuchen Chen, Jiachang Hao, Haifeng Sun, Qi Qi, Jingyu Wang, Jianxin Liao -

SMR: Spatial-Guided Model-Based Regression for 3D Hand Pose and Mesh Reconstruction
Haifeng Sun, Xiaozheng Zheng, Pengfei Ren, Jingyu Wang, Qi Qi, Jianxin Liao(
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