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RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction

Nov 30, 2020
Yinyu Nie, Ji Hou, Xiaoguang Han, Matthias Nießner


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JOLO-GCN: Mining Joint-Centered Light-Weight Information for Skeleton-Based Action Recognition

Nov 16, 2020
Jinmiao Cai, Nianjuan Jiang, Xiaoguang Han, Kui Jia, Jiangbo Lu

* Accepted at IEEE WACV 2021 

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Skeleton-bridged Point Completion: From Global Inference to Local Adjustment

Oct 14, 2020
Yinyu Nie, Yiqun Lin, Xiaoguang Han, Shihui Guo, Jian Chang, Shuguang Cui, Jian Jun Zhang

* Accepted by NeurIPS 2020; Project Page: https://yinyunie.github.io/SKPCN-page/ 

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A deep learning based interactive sketching system for fashion images design

Oct 09, 2020
Yao Li, Xianggang Yu, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu

* 6 pages, 6 figures 

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Reinforcement Learning for Weakly Supervised Temporal Grounding of Natural Language in Untrimmed Videos

Sep 18, 2020
Jie Wu, Guanbin Li, Xiaoguang Han, Liang Lin

* Accepted by ACM MM 2020 

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Ultrasound Liver Fibrosis Diagnosis using Multi-indicator guided Deep Neural Networks

Sep 10, 2020
Jiali Liu, Wenxuan Wang, Tianyao Guan, Ningbo Zhao, Xiaoguang Han, Zhen Li

* Machine Learning in Medical Imaging 2019 
* Jiali Liu and Wenxuan Wang are equal contribution 

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SkeletonNet: A Topology-Preserving Solution for Learning Mesh Reconstruction of Object Surfaces from RGB Images

Aug 13, 2020
Jiapeng Tang, Xiaoguang Han, Mingkui Tan, Xin Tong, Kui Jia

* 15 pages, 13 figures 

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Peeking into occluded joints: A novel framework for crowd pose estimation

Mar 31, 2020
Lingteng Qiu, Xuanye Zhang, Yanran Li, Guanbin Li, Xiaojun Wu, Zixiang Xiong, Xiaoguang Han, Shuguang Cui

* The code of OPEC-Net is available at: https://lingtengqiu.github.io/2020/03/22/OPEC-Net/ 

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Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images

Mar 28, 2020
Heming Zhu, Yu Cao, Hang Jin, Weikai Chen, Dong Du, Zhangye Wang, Shuguang Cui, Xiaoguang Han

* 23 pages, 9 figures. For project page, see https://kv2000.github.io/2020/03/25/deepFashion3DRevisited/ 

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Learning Inverse Rendering of Faces from Real-world Videos

Mar 26, 2020
Yuda Qiu, Zhangyang Xiong, Kai Han, Zhongyuan Wang, Zixiang Xiong, Xiaoguang Han

* First two authors contributed equally. Code:https://github.com/RudyQ/InverseFaceRender 

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FPConv: Learning Local Flattening for Point Convolution

Mar 14, 2020
Yiqun Lin, Zizheng Yan, Haibin Huang, Dong Du, Ligang Liu, Shuguang Cui, Xiaoguang Han

* Camera-ready, accepted to CVPR 2020 

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HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape Estimation

Mar 10, 2020
Kun Zhou, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu

* 14 pages, 14figures, Externed version of HEMlets Pose [ICCV2019]. arXiv admin note: substantial text overlap with arXiv:1910.12032 

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Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image

Feb 27, 2020
Yinyu Nie, Xiaoguang Han, Shihui Guo, Yujian Zheng, Jian Chang, Jian Jun Zhang

* Accepted by CVPR 2020 

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Shallow2Deep: Indoor Scene Modeling by Single Image Understanding

Feb 22, 2020
Yinyu Nie, Shihui Guo, Jian Chang, Xiaoguang Han, Jiahui Huang, Shi-Min Hu, Jian Jun Zhang

* Pattern Recognition. 2020 Feb 12:107271 
* Accepted by Pattern Recognition 

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Self-Enhanced Convolutional Network for Facial Video Hallucination

Nov 23, 2019
Chaowei Fang, Guanbin Li, Xiaoguang Han, Yizhou Yu


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HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation

Oct 26, 2019
Kun Zhou, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu

* 10 pages, 6 figures, to be presented at ICCV 2019 

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Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks

Sep 01, 2019
Junyi Pan, Xiaoguang Han, Weikai Chen, Jiapeng Tang, Kui Jia

* 10 pages, 11 figures, to be presented at ICCV 2019 

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A Skeleton-bridged Deep Learning Approach for Generating Meshes of Complex Topologies from Single RGB Images

Apr 10, 2019
Jiapeng Tang, Xiaoguang Han, Junyi Pan, Kui Jia, Xin Tong

* 8 pages paper, 3 pages supplementary material, CVPR Oral paper 

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Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image

Mar 12, 2019
Xiaoguang Han, Zhaoxuan Zhang, Dong Du, Mingdai Yang, Jingming Yu, Pan Pan, Xin Yang, Ligang Liu, Zixiang Xiong, Shuguang Cui

* Accepted as CVPR 2019 Oral 

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Two-phase Hair Image Synthesis by Self-Enhancing Generative Model

Feb 28, 2019
Haonan Qiu, Chuan Wang, Hang Zhu, Xiangyu Zhu, Jinjin Gu, Xiaoguang Han


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Learning Mutually Local-global U-nets For High-resolution Retinal Lesion Segmentation in Fundus Images

Jan 18, 2019
Zizheng Yan, Xiaoguang Han, Changmiao Wang, Yuda Qiu, Zixiang Xiong, Shuguang Cui

* 4 pages, Accepted by ISBI 2019 

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Deep RBFNet: Point Cloud Feature Learning using Radial Basis Functions

Dec 11, 2018
Weikai Chen, Xiaoguang Han, Guanbin Li, Chao Chen, Jun Xing, Yajie Zhao, Hao Li

* Technical Report 

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Adversarial 3D Human Pose Estimation via Multimodal Depth Supervision

Sep 21, 2018
Kun Zhou, Jinmiao Cai, Yao Li, Yulong Shi, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu


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CaricatureShop: Personalized and Photorealistic Caricature Sketching

Jul 24, 2018
Xiaoguang Han, Kangcheng Hou, Dong Du, Yuda Qiu, Yizhou Yu, Kun Zhou, Shuguang Cui

* 12 pages,16 figures,submitted to IEEE TVCG 

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FBI-Pose: Towards Bridging the Gap between 2D Images and 3D Human Poses using Forward-or-Backward Information

Jun 25, 2018
Yulong Shi, Xiaoguang Han, Nianjuan Jiang, Kun Zhou, Kui Jia, Jiangbo Lu

* 9 pages, 5 figures 

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Video Inpainting by Jointly Learning Temporal Structure and Spatial Details

Jun 22, 2018
Chuan Wang, Haibin Huang, Xiaoguang Han, Jue Wang

* 13 pages, 5 figures 

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