Selected Publications

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You can follow his research work on Google Scholar, and some open source codes on GitHub.

Preprints

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Facial Expression Retargeting from Human to Avatar Made Easy
Juyong Zhang, Keyu Chen, Jianmin Zheng
Accepted by IEEE Transactions on Visualization and Computer Graphics, 2020.
[paper]

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Deformation Representation based Convolutional Mesh Autoencoder for 3D Hand Generation
Xinqian Zheng, Boyi Jiang, Juyong Zhang
Accepted by Neurocomputing, 2020.
[paper] [code]

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Parallel and Scalable Heat Methods for Geodesic Distance Computation
Jiong Tao, Juyong Zhang, Bailin Deng, Zheng Fang, Yue Peng, Ying He
Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019.
[paper] [code]

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Self-supervised CNN for Unconstrained 3D Facial Performance Capture from an RGB-D Camera
Yudong Guo, Juyong Zhang, Lin Cai, Jianfei Cai, Jianmin Zheng
Technical report, Aug. 2018.
[paper] [demo]

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Fast K-Means Clustering with Anderson Acceleration
Juyong Zhang, Yuxin Yao, Yue Peng, Hao Yu, Bailin Deng
Technical report, May. 2018.
[paper]

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Deep Face Feature for Face Alignment
Boyi Jiang, Juyong Zhang, Bailin Deng, Yudong Guo, Ligang Liu
Technical report, Aug. 2017.
[arXiv] [code]

Published

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Robust RGB-D Face Recognition Using Attribute-Aware Loss
Luo Jiang, Juyong Zhang, Bailin Deng
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.42, No.10, Pages 2552-2566, 2020.
[paper]

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Modeling Caricature Expressions by 3D Blendshape and Dynamic Texture
Keyu Chen, Jianmin Zheng, Jianfei Cai, Juyong Zhang
ACM International Conference on Multimedia (ACM MM), 2020.
[paper]

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BCNet: Learning Body and Cloth Shape from A Single Image
Boyi Jiang, Juyong Zhang, Yang Hong, Jinhao Luo, Ligang Liu, Hujun Bao
European Conference on Computer Vision (ECCV), 2020.
[paper] [code]

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Disentangled Human Body Embedding Based on Deep Hierarchical Neural Network
Boyi Jiang, Juyong Zhang, Jianfei Cai, Jianmin Zheng
IEEE Transactions on Visualization and Computer Graphics, Vol.26, No.8, Pages 2560-2575, 2020.
[paper] [code]

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Semi-Supervised 3D Face Representation Learning From Unconstrained Photo Collections
Zhongpai Gao, Juyong Zhang, Yudong Guo, Chao Ma, Guangtao Zhai, Xiaokang Yang
IEEE Conference on Computer Vision and Pattern Recognition Workshop on DYNAVIS (CVPRW, Best Paper Award), 2020.
[paper]

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Anderson Acceleration for Nonconvex ADMM Based on Douglas-Rachford Splitting
Wenqing Ouyang, Yue Peng, Yuxin Yao, Juyong Zhang, Bailin Deng
Computer Graphics Forum (Symposium on Geometry Processing), 39(5), 2020.
[paper] [code]

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Quasi-Newton Solver for Robust Non-Rigid Registration
Yuxin Yao, Bailin Deng, Weiwei Xu, Juyong Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Oral Presentation, 2020.
[paper] [code]

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Lightweight Photometric Stereo for Facial Details Recovery
Xueying Wang, Yudong Guo, Bailin Deng, Juyong Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
[paper] [code]

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AANet: Adaptive Aggregation Network for Efficient Stereo Matching
Haofei Xu, Juyong Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
[paper] [code]

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Vehicle global 6-DoF pose estimation under traffic surveillance camera
Shanxin Zhang, Cheng Wang, Zijian He, QingLi, Xiuhong Lin, Xin Li, Juyong Zhang, Chenhui Yang, Jonathan Li,
ISPRS Journal of Photogrammetry and Remote Sensing, Vol.159, pages 114-128, 2020.
[paper]

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Accelerating ADMM for Efficient Simulation and Optimization
Juyong Zhang, Yue Peng, Wenqing Ouyang, Bailin Deng
ACM Transactions on Graphics (SIGGRAPH Asia), Vol.38, No.6, 2019.
[paper] [code]

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Real-time Head Pose Estimation and Face Modeling From a Depth Image
Changwei Luo, Juyong Zhang, Jun Yu, Chang Wen Chen, Shengjin Wang
IEEE Transactions on Multimedia, Vol.21, No.10, Pages 2473-2481, 2019.
[paper]

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Region Deformer Networks for Unsupervised Depth Estimation from Unconstrained Monocular Videos
Haofei Xu, Jianmin Zheng, Jianfei Cai, Juyong Zhang
International Joint Conference on Artificial Intelligence (IJCAI), 2019.
[paper] [code]

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A Fast Numerical Solver for Local Barycentric Coordinates
Jiong Tao, Bailin Deng, Juyong Zhang
Computer Aided Geometric Design (GMP, Best Paper Award), Vol.70, Pages 46-58, 2019.
[paper]

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Disentangled Representation Learning for 3D Face Shape
Zi-Hang Jiang, Qianyi Wu, Keyu Chen, Juyong Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[paper] [training code & trained model]

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Static/Dynamic Filtering for Mesh Geometry
Juyong Zhang, Bailin Deng, Yang Hong, Yue Peng, Wenjie Qin, Ligang Liu
IEEE Transactions on Visualization and Computer Graphics, Vol.25, No.4, pages 1774-1787, 2019.
[paper] [supp] [code]

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CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images
Yudong Guo, Juyong Zhang, Jianfei Cai, Boyi Jiang, Jianmin Zheng
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.41, No.6, pages 1294-1307, 2019.
[paper] [demo] [dataset&results]

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Real-time 3D Face-Eye Performance Capture of a PersonWearing VR Headset
Guoxian Song, Jianfei Cai, Tat-Jen Cham, Jianmin Zheng, Juyong Zhang, Henry Fuchs
ACM Multimedia (Full research paper) 2018.
[paper] [dataset]

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Anderson Acceleration for Geometry Optimization and Physics Simulation
Yue Peng, Bailin Deng, Juyong Zhang, Fanyu Geng, Wenjie Qin, Ligang liu
ACM Transactions on Graphics (SIGGRAPH), Vol.37, No.4, 2018.
[paper] [code]

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3D Face Reconstruction with Geometry Details from a Single Image
Luo Jiang, Juyong Zhang, Bailin Deng, Hao Li, Ligang Liu
IEEE Transactions on Image Processing, Vol.27, No.10, pages 4756-4770, 2018.
[paper] [results]

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Alive Caricature from 2D to 3D
Qianyi Wu, Juyong Zhang, Yu-Kun Lai, Jianmin Zheng, Jianfei Cai
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Spotlight Presentation, 2018.
[paper] [The Best of the Physics arXiv by MIT Tech/] [dataset&results]

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Shading-based Surface Detail Recovery under General Unknown Illumination
Di Xu, Qi Duan, Jianmin Zheng, Juyong Zhang, Jianfei Cai, Tat-Jen Cham
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.40, No.2, pages 423-436, 2018.
[paper]

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Joint Head Pose and Face Landmarks Regression from Depth Images
Jie Wang, Juyong Zhang, Changwei Luo, Falai Chen
Computational Visual Media (Honorable Mention Award), Vol.3, No.3. pages 229-241, 2017.
[paper]

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Pixel Level Guided Face Editing with Fully Convolution Networks
Zhenxi Li, Juyong Zhang
IEEE International Conference on Multimedia and Expo, 2017.
[paper]

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FrameFab: Robotic Fabrication of Frame Shapes
Yijiang Huang, Juyong Zhang, Xin Hu, Guoxian Song, Zhongyuan Liu, Lei Yu, Ligang Liu
ACM Transactions on Graphics (Proc. Siggraph Asia), 35(6), 2016.
[webpage] [paper] [supp] [video] [code]

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Hand Pose Regression via A Classification-guided Approach
Hongwei Yang, Juyong Zhang
Asian Conference on Computer Vision (ACCV), 2016.
[paper] [video]

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Euclidean and Hamming Embedding for Image Patch Description with Convolutional Networks
Zishun Liu, Zhenxi Li, Juyong Zhang, Ligang Liu
IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016.
[paper]

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Upright Orientation of 3D Shapes with Convolutional Networks
Zishun Liu, Juyong Zhang, Ligang Liu
Graphical Models (Computational Visual Media), 2016.
[paper] [code]

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Locating Facial Landmarks Using Probabilistic Random Forest
Changwei Luo, Zengfu Wang, Shaobiao Wang, Juyong Zhang, Jun Yu
IEEE Signal Processing Letters, 22(12), 2015.
[paper]

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Guided Mesh Normal Filtering
Wangyu Zhang, Bailin Deng, Juyong Zhang, Sofien Bouaziz, Ligang Liu
Computer Graphics Forum (Proc. Pacific Graphics), 34(7), 2015.
[webpage] [paper] [supp] [slides] [video] [code]

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Survey on sparsity in geometric modeling and processing
Linlin Xu, Ruimin Wang, Juyong Zhang, Zhouwang Yang, Jiansong Deng, Falai Chen, Ligang Liu
Graphical Models, Vol.82, pages 160-180, 2015.
[paper]

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Variational Mesh Denoising using Total Variation and Piecewise Constant Function Space
Huayan Zhang, Chunlin Wu, Juyong Zhang, Jiansong Deng
IEEE Transactions on Visualization and Computer Graphics, 21(7), 2015.
[paper]

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Robust Surface Reconstruction via Dictionary Learning
Shiyao Xiong, Juyong Zhang, Jianmin Zheng, Jianfei Cai, Ligang Liu
ACM Transactions on Graphics (Proc. Siggraph Asia), 33(6), 2014.
[webpage] [paper] [slides] [video]

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Local Barycentric Coordinates
Juyong Zhang^, Balin Deng^, Zishun Liu, Giuseppe Patanè, Sofien Bouaziz, Kai Hormann, Ligang Liu (^ joint first authors)
ACM Transactions on Graphics (Proc. Siggraph Asia), 33(6), 2014.
[webpage] [paper] [slides] [video] [code]

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L1-Regression Based Subdivision Schemes For Noisy Data
Ghulam Mustafa, Hao Li, Juyong Zhang, Jiansong Deng
Computer Aided Design (SPM 2014)
[paper] [slides] [code]

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Robust Interactive Image Segmentation via Iterative Refinement
Yao Peng, Juyong Zhang, Yancheng Yuan, Shuyuan Zhu, Lu Fang
ICIP, 2014.
[paper]

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Iso-level Tool Path Planning for Free-form Surfaces
Qiang Zou, Juyong Zhang, Bailin Deng, Jibin Zhao
Computer-Aided Design, Vol. 53: 117-125, 2014.
[paper]

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Recovering Surface Details under General Unknown Illumination Using Shading and Coarse Multi-view Stereo
Di Xu, Qi Duan, Jianming Zheng, Juyong Zhang, Jianfei Cai, Tat-Jen Cham
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
[paper]

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Exploring Local Modifications for Constrained Meshes
Bailin Deng, Sofien Bouaziz, Mario Deuss, Juyong Zhang, Yuliy Schwartzburg, Mark Pauly
Computer Graphics Forum 32(2), (Eurographics 2013, Best Paper Honourable Mention).
[webpage]

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Variational Mesh Decomposition
Juyong Zhang, Jianmin Zheng, Chunlin Wu, Jianfei Cai
ACM Transactions on Graphics (Presented at Siggraph 2012), 31(3), 2012.
[paper]

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Robust Interactive Image Segmentation Using Convex Active Contours
Nguyen Thi Nhat Anh, Jianfei Cai, Juyong Zhang, Jianmin Zheng
IEEE Transactions on Image Processing, 21(8), 2012.
[paper] [software]

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Augmented Lagrangian Method for Total Variation Based Image Restoration and Segmentation Over Triangulated Surfaces
Chunlin Wu, Juyong Zhang, Yuping Duan, Xue-Cheng Tai
Journal of Scientific Computing, 50(1), 2012.
[paper]

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Augmented Lagrangian Method for Total Variation Restoration with Non-quadratic Fidelity
Chunlin Wu, Juyong Zhang, Xue-Cheng Tai
Inverse Problems and Imaging, 5(1), 2011.
[paper]

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Interactive Mesh Cutting Using Constrained Random Walks
Juyong Zhang, Jianmin Zheng, Jianfei Cai
IEEE Transactions on Visualization and Computer Graphics, 17(3), 2011.
[paper]

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Fast Optimization for Multichannel Total Variation Minimization with Non-quadratic Fidelity
Juyong Zhang, Chunlin Wu
Signal Processing, 91(8), 2011.
[paper] [code]

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A Diffusion Approach to Seeded Image Segmentation
Juyong Zhang, Jianmin Zheng, Jianfei Cai
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
[paper]

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Mesh Snapping: Robust Interactive Mesh Cutting Using Fast Geodesic Curvature Flow
Juyong Zhang, Chunlin Wu, Jianfei Cai, Jianmin Zheng, Xue-Cheng Tai
Computer Graphics Forum (Proc. Eurographics), 29(2), 2010.
[paper]

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Progressive Coding and Illumination and View DependentTransmission of 3-D Meshes Using R-D Optimization
Wei Guan, Jianfei Cai, Juyong Zhang, Jianmin Zheng
IEEE Transactions on Circuits and Systems for Video Technology, 20(4), 2010.
[paper]