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个人简介

Education 1986.9-1990.7 Department of mathematics, Jilin University Bachlor Degree 1990.9-1993.7 Department of Mathematics, Zhejiang University Master Degree 1993.9-1996.5 Department of Mathematics, Zhejiang University PhD Degree Work Experience 1996.6-1998.3 Department of Computer Science and Technology, Tsinghua University Postdoctor 1998.3-1999.6 Department of Computer Science and Technology, Tsinghua University Lecturer 1999.6-2002.12 Department of Computer Science and Technology, Tsinghua University Associate Professor 2002.12- present Department of Computer Science and Technology, Tsinghua University Professor Professional Service Vice Chair, Asia Graphics Editor-in-Chief, Computational Visual Media (2015.1~) Associate Editor-in-Chief, IEEE Transactions on Visualization and Computer Graphics (2015.5~2018.12) Associate Editor of IEEE Transactions on Visualization and Computer Graphics (2013.4~2015.4) Editorial Board, Computer-Aided Design (2005.2~) Editorial Board, Computer & Graphics (2010.8~) Associate Editor-in-Chief, The Visual Computer (2011.8~2015.1) Program Co-Chair of Pacific Graphics 2002 Program Committee Member of Pacific Graphics 2000, 2001, 2003-2019 Program Co-Chair of Geometric Modeling and Processing 2004 Program Committee Member of Geometric Modeling and Processing 2002, 2006, 2008, 2010, 2012, 2014, 2015, 2017 Program Committee Member of Shape Modeling international 2003, 2008, 2009, 2011, 2012, 2016, 2017 Conference Co-Chair of ACM Solid and Physical Modeling 2006, 2007 Program Committee Member of ACM Solid and Physical Modeling 2005, 2008, 2010-2017 Program Co-Chair of Pacific-Rim Conference on Multimedia (PCM) 2007 Program Committee co-Chair, CASA 2010 Program Committee member, Computer Graphics International, 2010, 2011, 2013-2016 Program Co-Chair of Euograph Symposium on Geometry Processing 2014 Program Committee Member of Euograph Symposium on Geometry Processing 2008, 2011, 2015 Paper Committee Member of ACM SIGGRAPH ASIA 2011, 2014-2016 Program Co-Chair, CVM 2012, 2015 Program Committee Member of CVM 2013, 2016-2019

研究领域

主要从事计算机图形学、智能信息处理和系统软件等方面的教学和科研工作,在几何处理方面,提出基于积分不变量和特征敏感度量的几何处理框架、超大规模模型拓扑修复编辑理论和基于逆曲率映射的共形参数化理论;在可视媒体的编辑与交互合成方面,提出基于全局对比度的显著性检测、基于梯度场的拓扑一致的图像矢量化方法、以及结合草图输入和网络搜索的图像合成方法(Sketch2Photo)等;在真实感绘制和动画仿真方面,提出基于内在特征的流体调制方法、基于SPH的多流体与流固耦合方法,以及全局环境光照的球面分段常量基函数等。

近期论文

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Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, Vol. 45, No. 5, 5436-5447. Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu A Neural Galerkin Solver for Accurate Surface Reconstruction ACM Transactions on Graphics, 2022, Vol. 41, No. 6, article no. 229. Jiahui Huang, Hao-Xiang Chen, Shi-Min Hu Subdivision-Based Mesh Convolution Networks ACM Transactions on Graphics, 2022, Vol. 41, No. 3, article no. 25. Shi-Min Hu, Zheng-Ning Liu, Meng-Hao Guo, Jun-Xiong Cai, Jiahui Huang, Tai-Jiang Tai, Ralph R. Martin Context-Consistent Generation of Indoor Virtual Environments based on Geometry Constraints IEEE Transactions on Visualization and Computer Graphics, 2022, to appear. Yu He, Yingtian Liu, Yihan Jin, Song-Hai Zhang, Yu-Kun Lai, Shi-Min Hu Fast and accurate spherical harmonics products ACM Transactions on Graphics, 2021, Vol. 40, No. 6. article no. 280. Hanggao Xin, Zhiqian Zhou, Di An, Ling-Qi Yan, Kun Xu, Shi-Min Hu, Shing-Tung Yau DI-Fusion: Online Implicit 3D Reconstruction with Deep Priors IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, 8932-8941. Jiahui Huang, Shi-Sheng Huang, Haoxuan Song, Shi-Min Hu MultiBodySync: Multi-Body Segmentation and Motion Estimation via 3D Scan Synchronization IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, 7108-7118. Jiahui Huang, He Wang, Tolga Birdal, Minhyuk Sung, Federica Arrigoni, Shi-Min Hu, Leonidas Guibas ChoreoMaster: Choreography-Oriented Music-Driven Dance Synthesis ACM Transactions on Graphics, 2021, Vol. 40, No.4, artice no. 145, pages 1-13. Kang Chen, Zhipeng Tan, Jin Lei, Song-Hai Zhang, Yuan-Chen Guo, Weidong Zhang, Shi-Min Hu MoCap-Solver: A Neural Solver for Optical Motion Capture Data ACM Transactions on Graphics, 2021, Vol. 40, No.4, artice no. 84, pages 1-11. Kang Chen, Yupan Wang, Song-Hai Zhang, Sen-Zhe Xu, Weidong Zhang, Shi-Min Hu Supervoxel Convolution for Online 3D Semantic Segmentation ACM Transactions on Graphics, 2021, Vol. 40, No. 3, article No. 34, pages 1-15. Shi-Sheng Huang, Ze-Yu Ma, Tai-Jiang Ma, Hongbo FU, Shi-Min Hu PCT: Point cloud transformer Computational Visual Media, 2021, Vol. 7, No. 2, 187-199. Meng-Hao Guo, Jun-Xiong Cai, Zheng-Ning Liu, Tai-Jiang Mu, Ralph R. Martin & Shi-Min Hu Prominent Structures for Video Analysis and Editing IEEE Transactions on Visualization and Computer Graphics, 2021, Vol. 27, No. 7, 3305-3317. Miao Wang, Xiao-Nan Fang, Guo-Wei Yang, Ariel Shamir, Shi-Min Hu High-quality Textured 3D Shape Reconstruction with Cascaded Fully Convolutional Networks IEEE Transactions on Visualization and Computer Graphics, 2021, Vol. 27, No.1, 83-97. Zheng-Ning Liu, Yan-Pei Cao, Zheng-Fei Kuang, Leif Kobbelt, Shi-Min Hu Wen-Yang Zhou, Guo-Wei Yang, Shi-Min Hu, Jittor-GAN: A fast-training generative adversarial network model zoo based on Jittor, Computational Visual Media, 2021, Vol. 7, No. 1, 153-157. Jiahui Huang, Sheng Yang, Zishuo Zhao, Yu-Kun Lai, Shi-Min Hu, ClusterSLAM: A SLAM backend for simultaneous rigid body clustering and motion estimation, Computational Visual Media, 2021, Vol. 7, No. 1, 87-101 (Extended version of ICCV 2019 paper). Junxiong Cai, Tai-Jiang Mu, Yu-Kun Lai, Shi-Min Hu, LinkNet: 2D-3D linked multi-modal network for online semantic segmentation of RGB-D videos, Computer & Graphics, 2021, Vol. 98, 37-47. Jittor: a novel deep learning framework with meta-operators and unified graph execution Science China Information Science, 2020, Vol. 63, Article No. 222103, 1-21. (click for project webpage in Github) Shi-Min Hu, Dun Liang, Guo-Ye Yang, Guo-Wei Yang & Wen-Yang Zhou A Moving Least Square Reproducing Kernel Particle Method for Unified Multiphase Continuum Simulation ACM Transactions on Graphics, 2020, Vol. 39, No.6, Article No. 150, ACM SIGGRAPH ASIA 2020. Xiao-Song Chen, Chen-Feng Li, Geng-Chen Cao, Yun-Tao Jiang and Shi-Min Hu HeteroFusion: Dense Scene Reconstruction Integrating Multi-sensors IEEE Transactions on Visualization and Computer Graphics, 2020, Vol. 26, No. 11, 3217-3230. Sheng Yang, Beichen Li, Minghua Liu, Yu-Kun Lai, Leif Kobbelt, Shi-Min Hu Noise-Resilient Reconstruction of Panoramas and 3D Scenes Using Robot-Mounted Unsynchronized Commodity RGB-D Cameras ACM Transactions on Graphics, 2020, Vol. 39, No.5, Article 152. Sheng Yang, Beichen Li, Yan-Pei Cao, Hongbo Fu, Yu-Kun Lai, Leif Kobbelt and Shi-Min Hu Semantic Labeling and Instance Segmentation of 3D Point Clouds using Patch Context Analysis and Multiscale Processing IEEE Transactions on Visualization and Computer Graphics, 2020, Vol. 26, No. 07, 2485-2498. Shi-Min Hu, Jun-Xiong Cai, Yu-Kun Lai ClusterVO: Clustering Moving Instances and Estimating Visual Odometry for Self and Surroundings IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, 2168-2177. Jiahui Huang, Sheng Yang, Tai-Jiang Mu and Shi-Min Hu A Metric for Video Blending Quality Assessment IEEE Transactions on Image Processing, 2020, Vol. 29, 3014-3022. Zhe Zhu, Hantao Liu, Jiaming Lu and Shi-Min Hu Deep Portrait Image Completion and Extrapolation IEEE Transactions on Image Processing, 2020, Vol. 29, 2344-2355. Xian Wu, Rui-Long Li, Fang-Lue Zhang, Jian-Cheng Liu, Jue Wang, Ariel Shamir and Shi-Min Hu Poisson Vector Graphics (PVG) IEEE Transactions on Visualization and Computer Graphics, 2020, Vol. 26, No.2, 1361-1371. Fei Hou, Qian Sun, Zheng Fang, Yong-Jin Liu, Shi-Min Hu, Hong Qin, Aimin Hao, and Ying He Temporally Coherent Video Harmonization Using Adversarial Networks IEEE Transactions on Image Processing, 2020, Vol. 29, 214-224. Hao-Zhi Huang, Sen-Zhe Xu, Jun-Xiong Cai, Wei Liu, and Shi-Min Hu ClusterSLAM: A SLAM Backend for Simultaneous Rigid Body Clustering and Motion Estimation IEEE ICCV, 2019, 5875-5884. Jiahui Huang, Sheng Yang, Zishuo Zhao, Yu-Kun Lai, Shi-Min Hu Two-Layer QR Codes IEEE Transactions on Image Processing, 2019, Vol. 28, No. 9, 4413-4428. . Tailing Yuan, Yili Wang, Kun Xu, Ralph R. Martin, Shi-Min Hu Deep Online Video Stabilization With Multi-Grid Warping Transformation Learning IEEE Transactions on Image Processing, 2019, Vol. 28, No. 5, 2283-2292. Miao Wang, Guo-Ye Yang, Jin-Kun Lin, Song-Hai Zhang, Ariel Shamir, Shao-Ping Lu, Shi-Min Hu S4Net: SingleStageSalient-InstanceSegmentation IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019. Ruochen Fan, Ming-Ming Cheng, Qibin Hou, Tai-Jiang Mu, Jingdong Wang, Shi-Min Hu Pose2Seg: DetectionFreeHumanInstanceSegmentation IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019. Song-Hai Zhang, Ruilong Li, Xin Dong, Paul Rosin, Zixi Cai, Xi Han, Dingcheng Yang, Haozhi Huang and Shi-Min Hu Example-Guided Style-Consistent Image Synthesis from Semantic Labeling IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019. Miao Wang, Guo-Ye Yang, Ruilong Li, Run-Ze Liang, Song-Hai Zhang, Peter M. Hall, Shi-Min Hu Probabilistic Projective Association and Semantic Guided Relocalization for Dense Reconstruction International Conference on Robotics and Automation (ICRA), 2019. Sheng Yang, Zheng-Fei Kuang, Yan-Pei Cao, Yu-Kun Lai, and Shi-Min Hu

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