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Zhouhui Lian(连宙辉)
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Associate Professor, Ph.D. Wangxuan Institute of Computer Technology (WICT) Peking University No. 128 Zhongguancun North Street, Haidian District Beijing, China Phone: 86-10-82529245 Email: lianzhouhui@pku.edu.cn Our research group: LAIGL |
News:
[2021-02-13] Our paper "Write Like You: Synthesizing Your Cursive Online Chinese Handwriting via Metric-based Meta Learning" has been accepted by Computer Graphics Forum (CGF) (to be presented at Eurographics 2021) (source code and data will be available soon)
[2020-12-03] Our papers "BoW Pooling: A Plug-and-Play Unit for Feature Aggregation of Point Clouds" and "FontRL: Chinese Font Synthesis via Deep Reinforcement Learning" have been accepted by AAAI 2021 (source code and data will be available soon)
[2020-12-02] I will serve as an Area Chair for ICCV 2021.
[2020-10-13] I will serve as a SPC for IJCAI-21.
[2020-07-29] Our paper "Exploring Font-independent Features for Scene Text Recognition" has been accepted by ACM MM 2020 (source code and data)
[2020-06-27] I was selected as one of the Outstanding Reviewers at CVPR 2020.
[2020-05-01] Our paper "Attribute2Font: Creating Fonts You Want From Attributes" has been accepted by ACM Transactions on Graphics (SIGGRAPH 2020) (source code and data are available)
[2020-02-25] Our paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN" has been accepted by CVPR 2020 (oral) (source code)
[2019-09-04] Our paper "Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning" has been accepted by ACM Transactions on Graphics (SIGGRAPH Asia 2019) (project website)
[2019-07-04] Our paper "SRINet: Learning Strictly Rotation-Invariant Representations for Point Cloud Classification and Segmentation" has been accepted by ACM International Conference on Multimedia (MM 2019) (project website)
[2019-02-25] Our paper "DynTypo: Example-based Dynamic Text Effects Transfer" has been accepted by CVPR 2019 (project website)
Representative Works:
Canonical Forms for Non-rigid 3D Shape Retrieval (IJCV 2013, 3DOR 2017)
3D Shape Measures (rectilinearity, convexity) (IJCV 2010, CVPR 2012)
3D Shape Retrieval Contest (SHREC) (IJCV 2016, PR 2013(ESI Highly Cited Paper) , 3DOR 2015, 14, 11, 10)
Aesthetic Assessment and Font Recognition for Chinese Characters (CVPR 2017, IJCAI 2015)
Generation of Chinese Fonts (www.flexifont.com, SIGGRAPH (TOG) 19, 20, SIGGRAPH ASIA (TOG) 19)
Texture Transfer and Text Effects Transfer (CVPR 18, 19, 20)
Bio:
I was graduated from School of Automation Science and Electrical Engineering, Beihang University in Sep. 2011 with Ph.D. From Jan. 2008 to Jan. 2009, supported by the China Scholarship Council (CSC), I visited School of Computer Science, Cardiff University, UK as a visiting scholar. Then, I worked as a Guest Researcher at the Information Technology Lab (ITL), National Institute of Standards and Technology (NIST), U.S. from Jul. 2009 to Jul. 2011. After that, I came back to China and worked as a postdoctoral researcher at ICST, Peking University, where I became an Assistant Professor in Jun. 2013 and was promoted to Associate Professor in Aug. 2015.
My research interests include Computer Graphics, Computer Vision, Pattern Recognition and Artificial Intelligence. More specifically, we have been working on the following topics in last few years. (1) Easy/automatic generation of large-scale Chinese font libraries. we proposed a series of solutions including radical assembling based and style learning based methods, making the easy/automatic generation of large-scale Chinese fonts become possible. (2) Calligraphic aesthetic assessment and font recognition. We proposed to adopt several machine learning approaches (e.g., artificial neural networks, sparse coding, etc.) to effectively evaluate the aesthetic visual quality of Chinese handwritings and recognize font styles. (3) Non-rigid 3D shape retrieval. We developed a number of canonical form construction methods to covert non-rigid 3D shape searching tasks into rigid cases, for which several view-based 3D shape matching approaches are proposed to effectively address the problems.
Students:
PhD Students:
Master Students:
Shuseng Tang
Tao Sheng
Xiang Zhang
Guo Pu
Shiyao Xu
Alumni
Yifang Men (Master 2020)
Xiao Sun (Master 2020)
Yichen Gao (Master 2020)
Wenguan Wang (Master 2020)
Juncheng Liu (PhD 2019)
Yuan Guo (Master 2019)
Yue Jiang (Master 2019)
Xudong Chen (Master 2017)
Chendong Liu (Master 2017)
Weikang Song (Master 2016)
Rongju Sun (Master 2016)
Wanqiong Pan (Master 2015)
Hao Sun (Master 2015)
Jun Zhang (Master 2015)
Wenyan Dong (Master 2015)
Tianyang Yi (Master 2014)
Chenxi Wang (Master 2013)
Yang Liu (Master 2012)
Hongmei Li (Master 2012)
Reading List:
I have published more than 60 academic papers, including 1 ESI Highly Cited Paper (top 1%), 3 full paper in ACM Transactions on Graphics (TOG), 3 full papers in International Journal of Computer Vision (IJCV, a top-tier journal in Computer Vision), and several top conference (e.g., CVPR, IJCAI, SIGGRAPH Asia, AAAI, MM) papers. I was the principle investigator of two projects funded by National Natural Science Foundation of China and a project supported by the special funding of China Postdoctoral Foundation, and has led our group to successfully develop two practical systems for the generation of Chinese fonts. These systems and techniques related to computer fonts have been adopted by a company called Founder Handwriting since 2016 to create font products that have served millions of users, making significant social and economic benefits. Our works on 3D shape analysis and retrieval have been cited more than 1400 times (until April 2020) by papers published in prestigious journals and conference including IJCV, TPAMI, TOG, CVPR, etc.
Publications (selected): Back to top
Spring (2014~now): Elementary Number Theory
Fall (2017~now): Intelligent Optimization Methods
2020, CVPR Outstanding Reviewer 2019, Wu Wenjun Outstanding Youth Award of Artificial Intelligence, CAAI 2018, First class award of "Wang Xuan young teacher award" in ICST, Peking University 2014, First class award of the 14th teaching skill contest for young teachers in Peking University (top 2) 2012, Excellent postdoctoral researcher in Peking University (top 1%) 2005, Third class award of Jiangsu Province’s excellent undergraduate research paper (top 1%) 2003, First class award of “SuHe” special Scholarship, NUAA (1/140) 2002, First class award of “618” special Scholarship, NUAA (1/140)
IEEE/ACM/CAAI member, CCF/CSIG senior member Reviewers for journals including TPAMI, ACM Transactions on Graphics, TIP, TMM, ACM TOMM, Pattern Recognition, IJDAR, Multimedia Systems, Parallel Computing, Computers & Graphics, The Visual Computer, International Journal of Machine Learning and Cybernetics, Displays, etc. Area Chairs/SPC for ICCV, IJCAI. PC members for CVPR, ICCV, IJCAI, MM, ECCV, ICDAR, ICIP, ACCV, WACV, EG 3DOR, etc. Talk: 2020-08-02, VALSE 2020, "Glyph Image and Shape Synthesis and Their Applications" Talk: 2020-05-18, CVPR pre-conference 2020, "Controllable Person Image Synthesis with Attribute-Decomposed GAN"
Last update on Aug. 13, 2020
visits since May. 2015