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Preprints
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Yating Tian, Hongwen Zhang, Yebin Liu, Limin Wang
Recovering 3D Human Mesh from Monocular Images: A Survey
arXiv:2203.01923, 2022 Survey Paper
[ Project Page ] [ Paper ]
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Hongwen Zhang, Yating Tian, Yuxiang Zhang, Mengcheng Li, Liang An, Zhenan Sun, Yebin Liu
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images
arXiv:2207.06400, 2022
**an eXpressive extension of PyMAF, supporting SMPL-X**
[ Project Page ] [ Video ] [ Paper ] [Code]
Publications
2023
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Kai Jia, Hongwen Zhang, Liang An, Yebin Liu
Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery
AAAI Conference on Artificial Intelligence (AAAI), 2023
[ Project Page (coming) ] [ Paper (coming) ] [ Code (coming) ]
2022
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Ruizhi Shao, Zerong Zheng, Hongwen Zhang, Jingxiang Sun, Yebin Liu
DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras
European Conference on Computer Vision (ECCV), 2022 ☆ Oral Paper
[ Project Page ] [ Paper ] [ Code ]
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Siyou Lin, Hongwen Zhang, Zerong Zheng, Ruizhi Shao, Yebin Liu
Learning Implicit Templates for Point-Based Clothed Human Modeling
European Conference on Computer Vision (ECCV), 2022
[ Project Page ] [ Paper ] [ Code ]
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Zhe Li, Zerong Zheng, Hongwen Zhang, Chaonan Ji, Yebin Liu
AvatarCap: Animatable Avatar Conditioned Monocular Human Volumetric Capture
European Conference on Computer Vision (ECCV), 2022
[ Project Page ] [ Paper ] [ Code ]
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Mengcheng Li, Liang An, Hongwen Zhang, Lianpeng Wu, Feng Chen, Tao Yu, Yebin Liu
Interacting Attention Graph for Single Image Two-Hand Reconstruction
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 ☆ Oral Paper
[ Project Page ] [ Paper ] [ Code ]
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Ruizhi Shao, Hongwen Zhang, He Zhang, Mingjia Chen, Yanpei Cao, Tao Yu, Yebin Liu
DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[ Project Page ] [ Paper ] [ Code ]
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Zerong Zheng, Han Huang, Tao Yu, Hongwen Zhang, Yandong Guo, Yebin Liu
Structured Local Radiance Fields for Human Avatar Modeling
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[ Project Page ] [ Paper ] [ Code ]
2021
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Hongwen Zhang*, Yating Tian*, Xinchi Zhou, Wanli Ouyang, Yebin Liu, Limin Wang, Zhenan Sun
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
IEEE International Conference on Computer Vision (ICCV), 2021 ☆ Oral Paper
[ Project Page ] [ Paper ] [ Code ] [ Video ]
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Yuanzheng Ci, Chen Lin, Ming Sun, Boyu Chen, Hongwen Zhang, Wanli Ouyang
Evolving Search Space for Neural Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2021
[ Paper ] [ Code ]
2020
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Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, Zhenan Sun
Learning 3D Human Shape and Pose from Dense Body Parts
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
**DensePose to SMPL; part-based regressor; more robust to occlusion**
[ Project Page ] [ Paper ] [ Code ]
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Dongzhan Zhou*, Xinchi Zhou*, Hongwen Zhang, Shuai Yi, Wanli Ouyang
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection
European Conference on Computer Vision (ECCV), 2020
[ Paper ]
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Xinzhu Ma, Shinan Liu, Zhiyi Xia, Hongwen Zhang, Xingyu Zeng, Wanli Ouyang
Rethinking Pseudo-LiDAR Representation
European Conference on Computer Vision (ECCV), 2020
[ Paper ]
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Ziyu Liu, Hongwen Zhang, Zhenghao Chen, Zhiyong Wang, Wanli Ouyang
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 ☆ Oral Paper
[ Paper ] [ Code ] [ Video ]
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Jie Cao, Yibo Hu, Hongwen Zhang, Ran He, Zhenan Sun
Towards High Fidelity Face Frontalization in the Wild
International Journal of Computer Vision (IJCV), 2020
[ Paper ]
Before 2020
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Hongwen Zhang et al., DaNet: Decompose-and-aggregate Network for 3D Human Shape and Pose Estimation
ACM International Conference on Multimedia (MM), 2019
**part-based method for human mesh recovery**
[ Paper ] [ Code ]
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Hongwen Zhang et al., Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the Wild
IEEE Transactions on Image Processing (JCR-Q1, CCF-A), 2019
[ Paper ] [ Code (☆ Stars: 148) ]
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Jie Cao et al., Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization
Advances in Neural Information Processing Systems (NeurIPS), 2018
[ Paper ]
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Hongwen Zhang et al., Joint Voxel and Coordinate Regression for Accurate 3D Facial Landmark Localization
International Conference on Pattern Recognition (ICPR), 2018
[ Paper ] [ Code ]
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Hongwen Zhang et al., Combining Data-driven and Model-driven Methods for Robust Facial Landmark Detection
IEEE Transactions on Information Forensics and Security (JCR-Q1, CCF-A), 2018
[ Paper ] [ Code ]
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