Research Highlights
Over the past five years, our team has published over 30 papers in top-tier CCF-A and journals, with highlights including a Distinguished Paper Award at AAAI 2023, an Oral presentation at ICCV 2023, and an Oral at ECAI 2023. Our work has been published in premier venues such as CVPR*3, ICCV*3, AAAI*3, ACM Multimedia*3, NeurIPS*2, IJCAI*1, WWW*1, and CSCW*1 , as well as leading journals such as IEEE TIP and TCYB. This body of work covers a range of topics including 3D hand and human pose estimation, high-fidelity 3D rendering, generative modeling, gesture recognition, multimodal fusion, and category-agnostic pose learning.
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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†(
)
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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(
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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(
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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(
)
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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†(
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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(
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