教师名录

马 利庄 教授

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办公室电话:+86-21-3420-4439

办公地点:SEIEE-3-441

电子邮件:ma-lz@cs.sjtu.edu.cn

实验室: 数字媒体与数据重建实验室

  • 研究兴趣
  • 教育背景
  • 工作经验
  • 教授课程
  • 论文发表
  • 项目资助
  • 获奖信息
  • 学术服务
His research interest focuses on digital media and related areas. It mainly includes big data of visual media,  computer graphics, computer vision, and image based  graphical techniques such as rendering, reconstruction and modeling. Key algorithms and methods are studied for the whole procedure in making animation or digital media.   

Received Ph.D. at the State Key Laboratory of CAD & CG, Zhejiang University,1991. His supervisors are Prof. Liang Youdong and Prof. Peng Qunsheng.

Received B Sc. at the Department of Mathmatics, Zhejiang University, 1985.

From March 2002-now, Distinguished Prof., Dept. of Computer Science and Engineering, Shanghai Jiao Tong University.

Nov.2000-March 2002, Prof. of Computer Science, State Key Laboratory of CAD & CG, Zhejiang University.
Sept. 1999-Nov. 2000, visiting Prof., CAMtech, Nanyang Technological University, Singapore.
July. 1998-Dec. 1998, visiting Prof. at Fraunhofer IGD,D-64283, Darmstadt, Germany.
Dec. 1995 -Dec. 1997, Prof. of Computer Science, State Key Laboratory of CAD & CG, Zhejiang University.
Dec. 1993 - Dec. 1995, Associate Prof., State Key Laboratory of CAD & CG, Zhejiang University.
Jan. 1992 - Dec. 1993, Post Doctor, Department of Computer Science & Technology, Zhejiang University.

For Master degree and PhD students:
1. Scientific Data Visualization,

2. Advanced Computer Graphics.

For Undergraduate student:

1. Computer Graphic and Experimental  Practices.

Main publications in recent years

1)马利庄,盛斌,谢志峰等著,数字动画创作与后期视频处理技术,上海交通大学出版社, ISBN978-7-313-10825-82014.8

2Shao Z, Zhu H, Hao Y, Wang M, Ma L. Learning a multi-center convolutional network for unconstrained face alignment. IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2017, pp. 109-114.

3Xie Zhifeng, Tang Shi, Huang Dongjin, Ding Youdong, Ma Lizhuang. Photographic Appearance Enhancement via Detail-based Dictionary Learning. Journal of Computer Science and Technology, 2017, 32(3): 417-429, SCI. (CCF B).

4Zhu Hengliang, Sheng Bin, Ma Lizhuang, et al. Better Initialization for Regression-Based Face Alignment. Computer&Graphics, 2017.

5Yuchen Guo, Zhifeng Xie, Wenjun Zhang, Lizhuang Ma. Efficient High Dynamic Range Video Using Multi-exposure CNN Flow. The 9th International Conference on Image and Graphics (ICIG), 2017, AcceptedEI.

  (6)  Xiaonan Hou, Lizhuang Ma. Robust Feature Mapping and Encoding for Age-Invariant Face Recognition[C]. ChinaMM 2017.

7Yulia Novskaya , Sun Ruoqi, Zhu Hengliang, Ma Lizhuang(*). Floor-Ladder Framework For Human Face Beautication (Best paper) International Conference on Analysis of Images, Social Networks,and Texts. Russia,2017.

8Kaihua Tang, Xiaonan Hou, Zhiwen Shao, Lizhuang Ma. Deep Feature Selection and Projection for Cross-Age Face Retrieval. The Proceedings of CISP-BMEI 2017.

9Zhenye Gan, Lizhuang Ma, Chengjie Wang, Yicong Liang.The 2017 10th International 

Congress on Image and Signal Processing. BioMedical Engineering and Informatics (CISP-BMEI 2017).

10)基于字典学习的HDR照片风格转移方法, 谢志峰,杜胜,郭雨辰,黄东晋,马利庄, 图学学报,2017,录用。

11Shouhong Ding, Bin Sheng, Xiaonan Hou, Zhifeng Xie, Lizhuang Ma ,Intrinsic Image Decomposition Using Multi-Scale Measurements and Sparsity: Intrinsic Image Decomposition, Computer Graphics Forum, May 2016. 

12Shouhong Ding, Bin Sheng, Zhifeng Xie, Lizhuang MaIntrinsic image estimation using near-L0sparse optimization, The Visual Computer, First Online: 25 January 2016.

13Li Xia, Bin Sheng, Wen Wu, Lizhuang Ma, Ping Li, Accurate gaze tracking from single camera using gabor corner detector. Multimedia Tools Appl. 75(1): 221-239 (2016).

14Shao Z, Ding S, Zhu H, et al. Face alignment by deep convolutional network with adaptive learning rate[C]//2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2016: 1283-1287.

15Weijian Cao, Shouhong Ding, Lizhuang Ma, Illumination Invariant Mesh Coloring, The 15th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry (VRCAI 2016).

16Fan Li, Lizhuang Ma.Combined Saliency Enhancement Based On Fully Convolutional Network[C]//Proceedings of International Conference on Computer and Communications. Washington D C: IEEE Press2016464-468.

(17)  Hou X, Ding S, Ma L. Robust feature encoding for age-invariant face recognition[C]//Multimedia and Expo (ICME), 2016 IEEE International Conference on. IEEE, 2016: 1-6.

18Yangyang Hao ,Hengliang Zhu , Kai WuLizhuang Ma.Salient Points Guided Face Alignment. HHME2016.

19Kai Wu, Hengliang Zhu, Yangyang Hao, Lizhuang Ma. High-quality initial shape estimation for cascade shape regression, Proceedings of the 8th International Conference on Digital Image Processing, 2016.

20Kaihua Tan,Sei-ichiro Kamata,Xiaonan Hou,Shouhong Ding,Lizhuang Ma, Eigen-Aging Reference Coding for Cross-Age Face Verification and Retrieval ACCV 2016.

21Zhu H,Sheng B,Lin X,etal. Foreground Object Sensing for Saliency Detection[C]// ACM on International Conference on Multimedia Retrieval. ACM, 2016:111-118.

22Shao Z, Ding S, Zhao Y, et al. Learning deep representation from coarse to fine for face alignment[J]. arXiv preprint arXiv:1608.00207, 2016.

23Xiaoyong Shen, Qiong Yan, Li Xu, Lizhuang Ma, Jiaya Jia, “Multispectral Joint Image Restoration via Optimizing a Scale Map”, IEEE Trans. PAMI, 2015. 37(12).

24Hao Du, Shengfeng He, Bin Sheng, Lizhuang Ma, and Rynson W. H. Lau, “Saliency-Guided Color-to-Gray Conversion Using Region-Based Optimization”, IEEE Transaction on Image Processing, 24(1), 2015.

25Weisi Gu, Mei-e Fang*, Lizhuang Ma, “High-quality Topological Structure Extraction of Volumetric Data on C2-continuous Framework”, Computer Aided Geometric Design, May, 2015, ol 35-36.PP215-224.

26Xiaonan Hou, Shouhong Ding, Lizhuang Ma, “Similarity Metric Learning for Face Verification Using Sigmoid Decision Function”, The Visual Computer, April 2015, pp 1-12. SCI.

27Xiaoxin Fang, Bin Sheng, Wen Wu, Zengzhi Fan, Lizhuang Ma, “Real-time depth-of-field rendering using single-layer composition”, Computer Animation and Virtual Worlds, 2014,25: 233–241, SCI.

28Xiao Lin, Yinglan Ma, Lizhuang Ma, Ruiling Zhang, “A survey for image resizing”, Journal of Zhejiang University SCIENCE C, 09/2014; 15(9): 697-716. SCI.

29Li Xia, Bin Sheng, Wen Wu,  Lizhuang Ma,  Ping Li, “Accurate gaze tracking from single camera using gabor corner detector”, Multimedia Tools and Applications, Oct/2014: 1-19. SCI.

30Xudong Jiang, Bin Sheng, Weiyao Lin, Wei Lu, Lizhuang Ma, “Anti-aliasing techniques for internet visual media processing: a review”, Journal of Zhejiang University SCIENCE C, September 2014, Volume 15, Issue 9, pp 717-728. SCI.

31Lizhuang Ma“Intelligent processing of big data of visual media”, invited talk, MVI2014 , Waseda University, Japan, 2014.10.

32Xiao Yu Chen, Li Zhuang Ma, Na Chu, Min Zhou, and Yiyang Hu, “Classification and Progression Based on CFS-GA and C5.0 Boost Decision Tree of TCM Zheng in Chronic Hepatitis B”, Evidence-Based Complementary and Alternative Medicine, Volume 2013 (2013), Article ID 695937, 9 pages http://dx.doi.org/10.1155/2013/695937, Research Article.

33Yong Li, Bin Sheng, Lizhuang Ma, Wen Wu, “Temporally Coherent Video Saliency Using Regional Dynamic Contrast [J]”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 23, No. 12, 2013.p.2067-2076.

34Yan Wang, Lizhuang Ma, “Zheng Classification with Missing Feature Values Using Local-Validity Approach”Evidence-Based Complementary and Alternative Medicine, Volume 2013 (2013), Article ID 493626, 6 pages.

(35) Mingang Chen,Wenjun Cai, Lizhuang Ma, “Cloud Computing Platform for an Online Model Library System”Mathematical Problems in Engineering, 2013 (2013), Article ID 3690.

(36) Chengjie Wang, Kamata Sei-ichiro, Lizhuang Ma“A fast multi-view based specular removal approach for pill extraction”ICIP2013.

(37) Weichen Xue, Xiangze Zhang, Bin Sheng, Lizhuang Ma“Image-based depth-of-field rendering with non-local means filtering”ICME 2013.p.1-6.                                

(38) Weichen Xue, Dong Xing, Ming Lin, Jing Wang, Bin Sheng, Lizhuang Ma“Depth-of-field Rendering with Saliency-based Bilateral Filtering”CAD/graphics 2013.       

(39) Kai Yu, Shang Wu, Bin Sheng, Lizhuang Ma“Layered depth-of-field rendering using color spreading”The 12th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry, 2013. p77-82.  

(40) Lizhuang Ma“Intelligent processing of big data of visual media”, UK-China Joint International Conference on Digital Media,  2013 Invited talk, Hangzhou, China, 2013.10.

(41) Lizhuang Ma“Intelligent processing and applications of big Data of Visual Media”, 2013 International Workshop on Machine Vision and Industrial Innovation, invited talk, Waseda University, Japan, 2013.

(42) Hanyang Xu, Zhou Zeng, Bin Sheng, Lizhuang Ma, “Fast vehicle detection based on feature and real-time prediction”, The IEEE International Symposium on Circuits and Systems (ISCAS 2013) .  

(43) Mingang Chen, Lizhuang Ma, and Wenjun Cai, “A Comprehensive Multimedia Material Library System with Semantic Expansion Retrieval”, Advanced Science Letters, 2012, Vol.10, pp.450-458.

(44) Na Chu, Ma Lizhuang, Zhiying Che, Min Zhou, and Xiaoyu Chen, “A new hybrid PET algorithm for improving probability-based ranking for Diagnosis of Chronic Hepatitis in TCM”,  Advanced Science Letters, 2012, Vol.10, pp.544-548.

(45) Lizhuang Ma, “The creative techniques and design system for animation”, Asia Conference on Design and Digital Engineering (ACDDE 2012), keynote speech, Dec.6, 2012, Hokkaido, Japan.

(46) Zhifeng Xie, Rynson W.H. Lau, Yan Gui, Mingang Chen and Lizhuang Ma, “Gradient-domain-based Edge-preserving Sharpen Filter”, The Visual Computer, 28(12):1195-1207, 2012.

(47) Shen Yang, Lin Xiao, Lizhuang Ma, Gao Yan, Shen bin, Liu Qisong, “Video Composition by Optimized 3D Mean-Value Coordinates”, Computer Animation and Virtual Worlds ,2012, 23(3),179-190. 

(48) Mingang Chen, Bo-Cong Sui, Yan Gao, Li-Zhuang Ma, “Efficient video cutout based on adaptive multilevel banded method”, Science China (Information Sciences), 2012, 55(5), 1082—1092.

(49) Lin Xiao, Sheng Bin, Ma Lizhuang, Shen Yang & Chen Zhihua, “Seamlet carving for shape-aware image resizing”, Science China (Information Sciences), 2012, 55(5), 1073–1081.

(50) Qing-Liang Lin, Bin Sheng, Yang Shen, Zhi-Feng Xie, Zhi-Hua Chen, and Li-Zhuang Ma, Member, CCF, “Fast Image Correspondence with Global Structure Projection”, Journal of Computer Science and Technology, 27(6): 1281-1288, Nov. 2012. 

(51) Shou-Hong Ding, Fei-Yue Huang, Zhi-Feng Xie, Yong-Jian Wu, Bin Sheng, and Li-Zhuang Ma, Member, CCF. “A Customized Framework to Recompress Massive Internet Images”, Journal of Computer Science and Technology, 2012, V27(6): 1129-1139.

(52) Zhifeng Xie, Qingliang Lin, Lizhuang Ma, Zhihua Chen , “Sharpness Transfer for High-quality Image Composition”Advance Science Letter, 2012,10, 435-442.

(53) Shang Wu, Kai Yu, Bin Sheng, Feiyue Huang, Feng Gao and Lizhuang Ma, “Accurate Depth-of-Field Rendering Using Adaptive Bilateral Depth Filtering”, Computational Visual Media Conference 2012, Aug. 18, 2012.

(54) Xiaoyu Chen, Lizhuang Ma, Na Chu and Yiyang Hu, “Syndrome discrimination model of traditional Chinese medicine for chronic hepatitis B”, IEEE International Conference on Bioinformatics and Biomedicine Workshop, 2012310-315.

(55) Bin Sheng, Xiao Lin, Lizhuang Ma, Kai Yu, Dawei Liu, “Non-photorealistic Virtual Sculpting on Graphics Hardware”, Journal of Computational and Theoretical Nanoscience, 05/2012; 10(1):486-490. SCI.

1. Techniques for Complicated Scene Modeling and Super-high ResolutionRendering, Key project of NSF of China, RMB 2.7 million,2012.1-2016.12, Principal Investigator.

2. Large-scale Applications and Recognition with Big Data of Human Faces Towards Internet Finance, Science and Technology Innovation Plan of Shanghai, RMB 2.04 million, 2016.7-2018.6, Principal Investigator.

3. Intelligent Processing and System for Big Data of Visual media on network,Science and Technology Commission of Shanghai Municipality, RMB 1.5 million,2013.7.1-2015.6.30, Principal Investigator.

4. Reverse-age Face Beautification Based on Hierarchical Saliency and Age Evolution Characteristics. RMB 840 thousands, 2015.1-2018.12, NSF China, Principal Investigator.

5. Information Processing Based Structural Featuresand Semantic Analysis,973 Program,RMB 800 thousands,2011.1-2015.12,Principal Investigator.

6. Image Enhancement for Video, NSF of China, RMB 380 thousands,2011.1-2013.12, Principal Investigator.

7. Material Edition for Visual Media on Internet and Key Techniques for Animation, Science and Technology Commission of ShanghaiMunicipality, RMB 1 million, 2009.6-2011.6.

8. Interactive Invention Techniques and System for Animation, Key 863 Program, Minister of Science and Technology of China, RMB 2.7 million , 2009.1-2010.12, Principal Investigator.

9. Image Based Realistic Modeling and Rendering of Objects with Specular Reflection, grant 60873136, National Science Foundation of China, RMB 380 thousands,  2009.1-2011.12, Head.

10. Volume Modeling for Scientific Data Visualization, grant 69625304, NSF of China & Prime Minister Foundation for China National Excellent Young Scientists, RMB 600 thousands 1997.1-1999.12, Head.

11. Realistic Modeling and Motion Controlling Techniques of Human Body by Data Driven, grant 60573147, NSF of China, RMB 260 thousands, 2006.1-2008.12, Head.

12. Scanned Data Reconstruction Based on RBF Interpolation and Multi-resolution Representation, grant 60373070, NSF of China, RMB 200 thousands, 2004.1-2006.12, Head. 
......

Shanghai Science and Technology Progress Award (The First Prize), 2012;

Award from System Simulation Society for Outstanding Scientific and Technological Workers, 2013;

Shanghai Science and Technology Progress Award(The Second Prize), 2014.

Chairman, Association of Computer Animation and Digital Entertainment, China Association of  Computer Graphics and Images.

Director member, China Association of Artificial Intelligence. 

Committee member,  International Federation on Information Proceesing,Technical Committee , and  Steering Committee.

Committee member, The International Association of Science and Technology for Development, CAD/Graphics Program Committee.

Chairman, IFIP-ICEC’2007 Assembly and Program Committee.

Vice-director, Association of intelligent  CAD and Digital Arts, Chinese Artificial Intelligent Association.

Chairman of SJTU-SenseTime Joint Lab of Deep Learning and Computer Vision. 

Editor, Computer Aided Design & Computer Graphics , Journal of Shanghai Jiao Tong University.

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