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)副研究员,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%)。


学术著作:


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

 

[2] 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

 

[3] 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).

 

[4] 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) (*Joint first authors)

 

[5] Chuan Wang, Haibin Huang, Xiaoguang Han#, Jue Wang. Video inpainting by jointly learning temporal structure and spatial details, AAAI 2019 (spotlight). (# corresponding author)

 

[6] 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. IEEE ISBI 2019. (# corresponding author)

 

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

 

[8] Yanlong Tang, Xiaoguang Han#, Yue Li, Ruofeng Tong. Expressive facial style transfer for personalized memes mimic. Proceeding of CGI 2019.  (# corresponding author )

 

[9] Xiaoguang Han, Kangcheng Hou, Dong Du, Yuda Qiu, Shuguang Cui, Kun Zhou, Yizhou Yu. Caricatureshop: Personalized and photorealistic caricature sketching. IEEE TVCG 2018.

 

[10]Junyi Pan, Jun Li, Xiaoguang Han, Kui Jia, “Residual MeshNet: Learning to Deform Meshes for Single-View 3D Reconstruction”, 3DV 2018

 

[11] 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 (∗Joint first authors)

 

[12] Xiaoguang Han, Chang Gao, Yizhou Yu, “DeepSketch2Face: A Deep Learning Based Sketching System for 3D Face and Caricature Modeling”,  ACM Transactions on Graphics (SIGGRAPH 2017)

 

[13]Xiaoguang Han, Hongchuan Yu, Yizhou Yu, Jianjun Zhang, “A fast propagation scheme for approximate geodesic paths”, Graphical Models (Computational Visual Media 2017.

 

[14] Xiaoguang Han ∗, Yipeng Qin ∗, Hongchuan Yu, Yizhou Yu, Jianjun Zhang, “Fast and Exact Discrete Geodesic Computation Based on Triangle-Oriented Wavefront Propagation”, ACM Transactions on Graphics (SIGGRAPH 2016) (∗Joint first authors)

 

[15] Xiaoguang Han, Kwan-Yee K. Wong, Yizhou Yu, “3D Human Model Reconstruction from Sparse Uncalibrated Views”, IEEE Computer Graphics and Applications, 2016.

 

[16] Sai Bi, Xiaoguang Han, Yizhou Yu, “An L 1 Image Transform for Edge-Preserving Smoothing and Scene-Level Intrinsic Decomposition”, ACM Transactions on Graphics(SIGGRAPH 2015).

 

[17] Hongbo Fu, Xiaoguang Han, Quoc Huy Phan, “Data-driven Suggestions for Portrait Posing”, SIGGRAPH ASIA 2013Technical Briefs

 

[18]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.

 

[19] Shizhe Zhou, Hongbo Fu, Ligang Liu, Daniel Cohen-Or, Xiaoguang Han, “Parametric reshaping of human bodies in images”, ACM Transactions on Graphics (SIGGRAPH 2010).