🚩 2024
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LayGA: Layered Gaussian Avatars for Animatable Clothing Transfer
Siyou Lin, Zhe Li, Zhaoqi Su, Zerong Zheng, Hongwen Zhang, Yebin Liu
SIGGRAPH Conference Proceedings, 2024
[Project Page]
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ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning
Yuxiang Zhang, Hongwen Zhang, Liangxiao Hu, Jiajun Zhang, Hongwei Yi, Shengping Zhang, Yebin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Project Page]
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HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models
Mengcheng Li, Hongwen Zhang, Yuxiang Zhang, Ruizhi Shao, Tao Yu, Yebin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Project Page]
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GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians
Liangxiao Hu, Hongwen Zhang, Yuxiang Zhang, Boyao Zhou, Boning Liu, Shengping Zhang, Liqiang Nie
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Project Page] [Code]
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Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians
Yuelang Xu, Benwang Chen, Zhe Li, Hongwen Zhang, Lizhen Wang, Zerong Zheng, Yebin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Project Page] [Code]
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Control4D: Efficient 4D Portrait Editing with Text
Ruizhi Shao, Jingxiang Sun, Cheng Peng, Zerong Zheng, Boyao Zhou, Hongwen Zhang, Yebin Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Project Page]
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HumanNorm: Learning Normal Diffusion Model for High-quality and Realistic 3D Human Generation
Xin Huang, Ruizhi Shao, Qi Zhang, Hongwen Zhang, Ying Feng, Yebin Liu, Qing Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Project Page] [Code]
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Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation guided by the Characteristic Dance Primitives
Ronghui Li, Yuxiang Zhang, Yachao Zhang, Hongwen Zhang, Jie Guo, Yan Zhang, Yebin Liu, Xiu Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Project Page] [Code]
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Learning Explicit Contact for Implicit Reconstruction of Hand-held Objects from Monocular Images
Junxing Hu, Hongwen Zhang, Zerui Chen, Mengcheng Li, Yunlong Wang, Yebin Liu, Zhenan Sun
AAAI Conference on Artificial Intelligence (AAAI), 2024
[Project Page] [Code]
🚩 2023
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Xiaochen Zhao, Lizhen Wang, Jingxiang Sun, Hongwen Zhang, Jinli Suo, Yebin Liu
HAvatar: High-fidelity Head Avatar via Facial Model Conditioned Neural Radiance Field
ACM Transactions on Graphics (TOG), 2023
[Project Page] [Paper]
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Siyou Lin, Boyao Zhou, Zerong Zheng, Hongwen Zhang, Yebin Liu
Leveraging Intrinsic Properties for Non-Rigid Garment Alignment
IEEE International Conference on Computer Vision (ICCV), 2023
[Project Page] [Paper] [Code]
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Zhaoqi Su, Liangxiao Hu, Siyou Lin, Hongwen Zhang, Shengping Zhang, Justus Thies, Yebin Liu
CaPhy: Capturing Physical Properties for Animatable Human Avatars
IEEE International Conference on Computer Vision (ICCV), 2023
[Project Page] [Paper]
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Haibiao Xuan, Xiongzheng Li, Jinsong Zhang, Hongwen Zhang, Yebin Liu, Kun Li
Narrator: Towards Natural Control of Human-Scene Interaction Generation via Relationship Reasoning
IEEE International Conference on Computer Vision (ICCV), 2023
[Project Page] [Paper] [Code]
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Yating Tian*, Hongwen Zhang*, Yebin Liu, Limin Wang
Recovering 3D Human Mesh from Monocular Images: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
* co-first authors
[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
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
**a framework for human/hand/face/full-body model reconstruction**
[Project Page] [Video] [Paper] [Code]
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Zerong Zheng, Xiaochen Zhao, Hongwen Zhang, Boning Liu, Yebin Liu
AvatarReX: Real-time Expressive Full-body Avatars
ACM Transactions on Graphics (TOG), 2023
SIGGRAPH Journal Track
[Project Page] [Paper]
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Yuelang Xu, Hongwen Zhang, Lizhen Wang, Xiaochen Zhao, Han Huang, Guojun Qi, Yebin Liu
LatentAvatar: Learning Latent Expression Code for Expressive Neural Head Avatar
SIGGRAPH Conference Proceedings, 2023
[Project Page] [Paper] [Code]
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Yuelang Xu, Lizhen Wang, Xiaochen Zhao, Hongwen Zhang, Yebin Liu
AvatarMAV: Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels
SIGGRAPH Conference Proceedings, 2023
[Project Page] [Paper] [Code]
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Lizhen Wang, Xiaochen Zhao, Jingxiang Sun, Yuxiang Zhang, Hongwen Zhang, Tao Yu, and Yebin Liu.Yebin Liu
StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video
SIGGRAPH Conference Proceedings, 2023
[Project Page] [Paper] [Code]
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Hongwen Zhang, Siyou Lin, Ruizhi Shao, Yuxiang Zhang, Zerong Zheng, Han Huang, Yandong Guo, Yebin Liu
CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
[Project Page] [Paper] [Dataset] [Code (coming)]
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Ruizhi Shao, Zerong Zheng, Hanzhang Tu, Boning Liu, Hongwen Zhang, Yebin Liu
Tensor4D: Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
[Project Page] [Paper] [Code]
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Jingxiang Sun, Xuan Wang, Lizhen Wang, Xiaoyu Li, Yong Zhang, Hongwen Zhang, Yebin Liu
Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
[Project Page] [Paper] [Code]
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Junxing Hu, Hongwen Zhang, Yunlong Wang, Min Ren, Zhenan Sun
Personalized Graph Generation for Monocular 3D Human Pose and Shape Estimation
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
[Paper]
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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] [Paper] [Code]
🚩 2022
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Ruizhi Shao, Liliang Chen, Zerong Zheng, Hongwen Zhang, Yuxiang Zhang, Han Huang, Yandong Guo, Yebin Liu
FloRen: Real-time High-quality Human Performance Rendering via Appearance Flow Using Sparse RGB Cameras
SIGGRAPH Asia Conference Papers, 2022
[Project Page] [Paper]
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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] [Data]
🚩 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: 150+)]
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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]
