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。
-
Unified 2D-3D Discrete Priors for Noise-Robust and Calibration-Free Multiview 3D Human Pose Estimation
Geng Chen*, Pengfei Ren*, Xufeng Jian, Haifeng Sun†, Menghao Zhang, Qi Qi, Zirui Zhuang, Jing Wang, Jianxin Liao, Jingyu Wang†(
)
-
Generalizable Hand-Object Modeling from Monocular RGB Images via 3D Gaussians
Xingyu Liu, Pengfei Ren*, Qi Qi, Haifeng Sun, Zirui Zhuang, Jing Wang, Jianxin Liao, Jingyu Wang(
)
-
VIHand: Enhancing 3D Hand Pose Estimation with Visual-Inertial Benchmark
Xinyi Wang, Pengfei Ren†, Haoyang Zhang†, Xin Sheng, Da Li, Liang Xie, Yue Gao, Erwei Yin(
)
-
Rule Meets Learning: Confidence-Aware Multi-View Fusion for Self-Supervised 3D Hand Pose Estimation
Pengfei Ren, Jingyu Wang†, Haifeng Sun, Qi Qi†, Jing Wang, Jianxin Liao(
)
-
A Dual-Branch 3D Spatial-Aware Latent Diffusion for Realistic Hand Depth Image Synthesis
Shuang Hao, Pengfei Ren*, Lei Zhang, Haifeng Sun, Pan Ting, Menghao Zhang, Cong Liu, Qi Qi†, Jianxin Liao, Jingyu Wang†(
)
-
Prior-aware Dynamic Temporal Modeling Framework for Sequential 3D Hand Pose Estimation
Pengfei Ren, Jingyu Wang†, Haifeng Sun, Qi Qi†, Xingyu Liu, Menghao Zhang, Lei Zhang, Jing Wang, Jianxin Liao(
)