菜单总览
— 教职人员 —

韩晓光

职位:

研究助理教授

教育背景:

博士(香港大学)

理学硕士(浙江大学)

理学学士(南京航空航天大学)

研究领域
计算机视觉,计算机图形学,人机交互,医学图像处理,机器学习
个人网站

http://www.cuhk.edu.cn/academics/hanxiaoguang

Email

hanxiaoguang@cuhk.edu.cn

个人简介:


韩晓光,博士,香港中文大学(深圳)研究助理教授,2009年本科于南京航空航天大学毕业(系第一名),2011年获得浙江大学应用数学系硕士学位,2011年至2013年于香港城市大学创意媒体学院任研究助理,之后于2017年获得香港大学计算机科学专业博士学位。其研究方向包括计算机视觉、计算机图形学、虚拟现实和医疗图像处理等,在该方向著名国际期刊和会议发表论文19篇,包括顶级会议和期刊SIGGRAPH,CVPR,ICCV,AAAI,ACM TOG, IEEE TVCG等。他曾受NVIDIA公司邀请做30分钟特邀报告,他的工作曾获得计算机图形学顶级会议Siggraph Asia 2013新兴技术最佳演示奖,入选2016年年度最佳计算论文之一,以及2019年计算机视觉顶级会议CVPR最佳论文列表(入选率1%),他的团队于2018年11月获得IEEE ICDM 全球气象挑战赛冠军(参赛队伍1700多),并于2017年获得阿里巴巴AIR计划资助(全球遴选,入选率17%)。更多细节详见http://mypage.cuhk.edu.cn/academics/hanxiaoguang/


学术著作:


[1] Yinyu Nie, Xiaoguang Han#, Shihui Guo, Yujian Zheng, Jian Chang, Jianjun Zhang, Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image, CVPR 2020 (Oral). (# corresponding author)

[2] Yiqun Lin, Zizheng Yan, Haibin Huang, Dong Du, Ligang Liu, Shuguang Cui, Xiaoguang Han#, FPConv: Learning Local Flattening for Point Convolution, CVPR 2020. (# corresponding author)

[3] Chaowei Fang, Guanbin Li, Xiaoguang Han, Yizhou Yu, Self-Enhanced Convolutional Network for Facial Video Hallucination, TIP 2020.

[4] Xiangyu Zhu, Xiaoguang Han#, Wei Zhang, Jian Zhao, Ligang Liu. Learning intrinsic decomposition of complex-textured fashion images, ICME 2020. (# corresponding author)

[5] Kun Zhou, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lv, HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation, ICCV 2019.

[6] Junyi Pan, Xiaoguang Han, Weikai Chen, Jiapeng Tang, Kui Jia, Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks, ICCV 2019.

[7] Xiaoguang Han, Zhaoxuan Zhang, Dong Du, Mingdai Yang, Jingming Yu, Pan Pan, Xin Yang, Ligang Liu, Zixiang Xiong, Shuguang Cui, Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image, CVPR 2019 (Oral).

[8] Jiapeng Tang*, Xiaoguang Han*, Junyi Pan, Kui Jia, Xin Tong, A Skeleton-bridged Deep Learning Approach for Generating Meshes of Complex Topologies from Single RGB Images, CVPR 2019 (Oral). Selected as CVPR 2019 Best Paper Finalist (~ 0.8%). (*Joint first authors)

[9] Chuan Wang, Haibin Huang, Xiaoguang Han#, Jue Wang, Video Inpainting by Jointly Learning Temporal Structure and Spatial Details, AAAI 2019 (Spotlight Oral). (# corresponding author)

[10] Haonan Qiu, Chuan Wang, Hang Zhu, Xiangyu Zhu, Jinjin Gu, Xiaoguang Han#, Two-phase Hair Image Synthesis by Self-Enhancing Generative Model, Proc. PG 2019. (# corresponding author)

[11] Zizheng Yan, Xiaoguang Han#, Changmiao Wang, Yuda Qiu, Zixiang Xiong, Shuguang Cui, Learning mutually local-global u-nets for high-resolution retinal lesion segmentation in fundus images, ISBI 2019. (# corresponding author)

[12] Xiaoguang Han, Kangcheng Hou, Dong Du, Yuda Qiu, Shuguang Cui, Kun Zhou, Yizhou Yu, CaricatureShop: Personalized and Photorealistic Caricature Sketching, TVCG 2018.

[13] Xiaoguang Han*, Zhen Li*, Haibin Huang, Evangelos Kalogerakis, Yizhou Yu, High Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference, ICCV 2017 (Spotlight Oral). (*Joint first authors)

[14] Xiaoguang Han, Chang Gao, Yizhou Yu, DeepSketch2Face: A Deep Learning Based Sketching System for 3D Face and Caricature Modeling, TOG, SIGGRAPH 2017. (Part of the Technical Papers Video Trailer for SIGGRAPH 2017).

[15] Yipeng Qin*, Xiaoguang Han*, Hongchuan Yu, Yizhou Yu, Jianjun Zhang, Fast and Exact Discrete Geodesic Computation Based on Triangle-Oriented Wavefront Propagation, TOG, SIGGRAPH 2016. (The fastest algorithm with the least memory usage to calculate “Exact Shortest Path/Distance” over triangular meshes.)

[16] Xiaoguang Han, Kenneth K.Y. Wong, Yizhou Yu, 3D Human Model Reconstruction from Sparse Uncalibrated Views, IEEE Computer Graphics and Applications, 2016. (One of the Notable Articles of the 21st Annual Best of Computing.) (*Joint first authors)

[17] Sai Bi, Xiaoguang Han, Yizhou Yu, An L1 Image Transform for Edge-Preserving Smoothing and Scene-Level Intrinsic Decomposition, TOG, SIGGRAPH 2015.

[18] Hongbo Fu, Xiaoguang Han, Quoc Huy Phan, Data-driven Suggestions for Portrait Posing, SIGGRAPH ASIA 2013. (Technical Briefs and Emerging Technologies. Best Demo Award. One of the four program highlights.)

[19] Xiaoguang Han, Hongbo Fu, Hanlin Zheng, Ligang Liu, Jue Wang, A Video-based Interface for Hand-Driven Stop Motion Animation Production, IEEE Computer Graphics and Applications, 2013.

[20] Shizhe Zhou, Hongbo Fu, Ligang Liu, Daniel Cohen-Or, Xiaoguang Han, Parametric Reshaping of Human Bodies in Images, TOG, SIGGRAPH 2010. (One of the six highlights among all SIGGRAPH 2010 papers.)