馬利莊,男,1963年2月28日生,理學博士,博士後,博士生導師,上海交通大學特聘教授、華東師範大學特聘教授,上海交通大學人工智慧研究院副院長,上海中醫藥大學信息科學與技術中心主任(兼),上海交大-商湯科技聯合“深度學習與計算機視覺”實驗室主任,中國人工智慧學會理事、“智慧型CAD與數字藝術專委會”副主任,中國圖像圖形學會理事、“動畫與數字娛樂專委會”主任;曾任浙江財經學院信息學院特聘院長(兼),是國家傑出青年基金(信息學部專家初審和複審名列第一),中國青年科技獎,國家教育部科技進步獎獲得者;國家“百千萬人才工程”(第一、二層次)首批人選,浙江省跨世紀學術與技術帶頭人。
基本介紹
- 中文名:馬利莊
- 國籍:中國
- 出生日期:1963年2月28日
- 職業:教師
- 畢業院校:浙江大學
- 性別:男
- 職稱:教授
主要介紹
科學研究
研究方向
研究工作經歷
已獲人才基金或榮譽獎勵
社會兼職
科研項目
- 國家自然科學基金,項目負責人:馬利莊“基於RGBD的三維場景的層次化細粒度理解與重建”(61972157),62萬,2020.01.01-2023.12.31
- 上海市科技創新計畫,項目負責人:馬利莊“面向網際網路金融的人臉大數據智慧型識別與規模化套用”(16511101300),204萬,2016.7.1-2018.6.30
- 國家自然科學基金,項目負責人:馬利莊“基於層次化顯著性與年齡演化特徵的逆向人臉美化方法(61472245)”,84萬,2015.1-2018.12
- 國家自然科學基金重點,項目負責人“複雜場景建模與超高清渲染技術”(61133009 ) 270萬 2012.1-2016.12
- 上海市科委科技創新計畫, 項目負責人:馬利莊“網路可視媒體大數據的智慧型處理技術與系統”(13511505000)150萬 2013.7.1-2015.6.30
- 國家自然科學基金,項目負責人:馬利莊“基於圖像的高光物體高度真實感建模與繪製技術研究(60873136)”,38萬,2009.1-2011.12
- 上海市科委科技創新計畫,項目負責人:馬利莊“網路可視媒體的素材融合與動畫創作關鍵技術研究” 100萬 2010.6.30-2012.6.30
- 國家863重點項目負責人 :馬利莊“互動式高效動畫創作技術與系統”(2009AA01Z334 )馬利莊 270 2009.1-2010.12
- 國家973 項目負責人:馬利莊“可視媒體的互動與融合處理”(2006CB303105)子項目,70萬,2006.9-2011.9
- 國家973 項目負責人:馬利莊“肝硬化虛損生積的中醫病因學研究”(2006CB504801)子項目,70萬,2006.9-2011.9
- 國家自然科學基金,項目負責人:馬利莊“數據驅動的真實感人體建模與運動控制技術”(60573147),26萬,2006.1-2008.12
- 國家博士點基金,項目負責人:馬利莊“基於圖像的光照模型”(20050248046),5萬,2006.01-2008.12
- 國家自然科學基金創新群體,項目負責人:馬利莊“片上系統的互連問題與高端IP核研究”(60521002),35萬, 2006.1-2008.12
- 上海市科委世博專題項目 ,項目負責人:馬利莊“中西醫信息融合的智慧型化綜合診斷系統”(06dz05815),230萬,2006.10-2008.6
- 國家自然科學基金項目 ,項目負責人:馬利莊“基於RBF插值與多分辯率表示的掃描數據重建(60373070)”,20萬元,2004.1-2006.12
- 國家863 CIMS項目2003AA411310 ,項目負責人:馬利莊“基於知識的概念創新設計系統” ,70萬, 2003.10-2005.10,
- 國家傑出青年科學基金項目 ,項目負責人:馬利莊“數據體造型的理論和方法(69625304)”60.0 萬元,1997.1-1999.12
- 國家自然科學基金項目,“基於運動捕獲數據的人體運動合成(60173035)” 項目負責人:馬利莊 18.0萬,2002.1-2004.12
- 國家自然科學基金項目,項目負責人:馬利莊“基於運動標架與層次表示的NURBS掃描體(69973043)”,12.0萬元,2000.1-2002.12
- 德國Fraunhofer IGD重大科研基金,主要參與者“Virtual Prototype” 約120.0萬馬克(DM)(總經費),1998.1-2000.12
- 新加坡-德國科研合作項目,Chan K.Y., Tony, 馬利莊 “Virtual Factory” 約40.0萬新加坡元(S$),1999.1-2001.12
- 霍英東青年教師基金,項目負責人:馬利莊 “面向體素造型的參數化複雜拓撲曲面設計與造型”,1,6000美金,1996.6-1998.1
- 國家863CIMS項目 863-511-05-0205 項目負責人:馬利莊“CAD/CAPP/CAM機械產品集成製造系統”子項目:曲面造型模,10.0萬,1992.1-1994.12
- 百千萬人才基金(浙江省配套),項目負責人:馬利莊“科學數據可視化中的數據體造型”,5.0萬元,1999-2001
- 國家自然科學基金創新群體基金項目,主要參與者“網路視覺計算的基礎理論與算法研究”360.0萬(總經費),2001.1-2003.12
- 國家自然科學基金項目,項目負責人:馬利莊69203009“基於多面體拓撲與幾何連續拼接的閉曲面造型”,4.0萬,1993.1-1994.12
- 國家自然科學基金項目,項目負責人:馬利莊 ,69373038“自由曲面間遞歸 變換及算法”,5.5萬,1994.1-1995.12
- 國家博士後科學基金,項目負責人:馬利莊“面向CIMS的自由曲面與實體的集成造型”,0.5萬+1,000美金,1992.7-1994.12
代表性學術論文
主要論著
期刊論文
- X. Lin, Z. Wang, X. Tan, M. Fang, N. Xiong and L. Ma, MCCH: A Novel Convex Hull Prior Based Solution for Saliency Detection [J], Information Sciences.2019.
- X. Lin, Z. Wang, L. Ma and X. Wu, Saliency Detection via Multi-Scale Global Cues [J], IEEE Transactions on Multimedia.2018.
- Sheng B , Liu B , Li P , et al. Accelerated robust Boolean operations based on hybrid representations[J]. Computer Aided Geometric Design, 2018.
- Zhiwen Shao, Hengliang Zhu, Xin Tan, Yangyang Hao, Lizhuang Ma. Deep Multi-Center Learning for Face Alignment [J].Neurocomputing, 2018.
- Sheng B, Li P, Fu H, et al. Efficient Non-incremental Constructive Solid Geometry Evaluation for Triangular Meshes[J]. Graphical Models, 2018.
- Hengliang Zhu, Bin Sheng, Zhiwen Shao, Yangyang Hao, Xiaonan Hou, Lizhuang Ma. Better initialization for regression-based face alignment. Computers & Graphics, 2017(08).
- Ding, Shouhong and Sheng, Bin and Hou, Xiaonan and Xie, Zhifeng and Ma, Lizhuang. Intrinsic Image Decomposition Using Multi-Scale Measurements and Sparsity: Intrinsic Image Decomposition. Computer Graphics Forum, 2017,36(6):251-261.
- Hao, Yangyang and Zhu, Hengliang and Wu, Kai and Lin, Xiao and Ma, Lizhuang. Salient-points-guided face alignment. Multimedia Systems, 2017(06):1-11.
- Liu, Xianyong and Ma, Lizhuang and Liu, Yanping. Global Tone: using tone to draw in Pen-and-Ink illustration. Multimedia Tools and Applications, 2017(05).
- Xudong Jiang, Bin Sheng, Weiyao Lin, Ping Li, Lizhuang Ma, Ruinmin Shen. Antialiased super-resolution with parallel high-frequency synthesis. Multimedia Tools and Applications, January 2017, Volume 76 Issue 1: 543-560
- Ding, Shouhong and Sheng, Bin and Xie, Zhifeng and Ma, Lizhuang. Intrinsic image estimation using near-L0 sparse optimization. The Visual Computer, 2017,33(3):355-369.
- Li 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).
- Shen X, Yan Q, Xu L, et al. Multispectral Joint Image Restoration via Optimizing a Scale Map[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2015, 37(12):2518-2530.
- Hao 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.
- Xiaonan Hou, Shouhong Ding, Lizhuang Ma, "Similarity Metric Learning for Face Verification Using Sigmoid Decision Function", The Visual Computer, April 2015, pp 1-12.
- Yong 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.
- 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.
- Canlin Li, Ping Lu, Lizhuang Ma, "A Camera On-line Re-calibration Framework Using SIFT", The Visual Computer, 26(3): 227–240, 2010.
- Yang Shen, Lizhuang Ma, Hai Liu, "An MLS-based cartoon deformation", The Visual Computer, 26(9), 1229-1239, 2010.
- Yan Gui, Lizhuang Ma, "Periodic Pattern of Texture Analysis and Synthesis based on Texels Distribution", The Visual Computer, 26(6), 951 - 964, 2010.
- Zhifeng Xie, Yang Shen, Lizhuang Ma, Zhihua Chen, "Seamless Video Composition using Optimized Mean-Value Cloning", The Visual Computer, 26(6),1123-1134, 2010.
- Canlin Li, Ping Lu, Lizhuang Ma, "A Camera On-line Re-calibration Framework Using SIFT", The Visual Computer, 26(3): 227–240, 2010.
- Xuezhong Xiao, Lizhuang Ma, "Gradient-Preserving Color Transfer", Computer Graphics Forum, 28(7), 2009, 1879-1886.
- Zhong Li, Lizhuang Ma, Xiaogang Jin, Zuoyong Zheng, "A New feature-preserving mesh-smoothing algorithm", The Visual Computer, 25: 139-148, 2009.
- Canlin Li, Lizhuang Ma, "A new framework for feature descriptor based on SIFT", Pattern Recognition Letters, 30(5): 544–557, 2009.
- Zhiliang Xu, Lizhuang Ma, Masatoshi Kimachi and Masaki Suwa, "Efficient contrast invariant stereo correspondence using dynamic programming with vertical constraint", The Visual Computer, Vol.24, No.1, p.45-55, 2008.
- Xiaomao Wu, Lizhuang Ma, Zhuoqun Dong, Lionel Revéret, "Robust watermarking motion data with DL-STDM", Computers & Graphics. Vol.32, No.3, p.320-329, 2008.
- Nie Dongdong, Ma Qinyong, Ma Lizhuang, Xiao Shuangjiu, "Optimization Based Grayscale Image Colorization", Pattern Recognition Letters, Vol.28(12), 2007, Pages: 1445-1451.
會議論文
- Ma Y, Xiong H, Hu Z, et al. Efficient Super Resolution Using Binarized Neural Network[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops. 2019
- R. Sun, X. Zhu, C. Wu, C. Huang, J. Shi, L. Ma, “Not All Area Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2019
- Z. Chen, X. Tan, H. Zhu, S. Ding, L. Ma, H Song, “Learning the spiral sharing network with minimum salient region regression for saliency detection,” in IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP). 2019
- Y. Hao, H. Zhu, Z. Shao, X. Tan and L. Ma, Facial landmark detection under Large Pose, in the 25th International Conference on Neural Information Processing (ICONIP), in Siam Reap, Cambodia, 2018.
- Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma. Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment, In European Conference on Computer Vision (ECCV), 2018
- Min Wang, Xipeng Chen, Wentao Liu, Chen Qian, Liang Lin, Lizhuang Ma. DRPose3D: Depth Ranking in 3D Pose Estimation, In International Joint Conferences on Artificial Intelligence (IJCAI), 2018
- Tan X, Zhu H, Shao Z, Hao Y, et al. Saliency Detection by Deep Network with Boundary Refinement and Global Context [C] // IEEE International Conference on Multimedia and Expo. IEEE, 2018
- Zhu H, Tan X, Hao Y, Shao Z, et al. Multi-path Feature Fusion Network for Saliency Detection [C] // IEEE International Conference on Multimedia and Expo. IEEE, 2018
- Xiao Lin, Zhijie Wang, Lizhuang Ma, Xiaobao Wu. MSGC: A New Bottom-Up Model for Salient Object Detection [C] // IEEE International Conference on Multimedia and Expo. IEEE, 2018
- Kaihua Tan, Sei-ichiro Kamata, Xiaonan Hou, Shouhong Ding, Lizhuang Ma, Eigen-Aging Reference Coding for Cross-Age Face Verification and Retrieval. Lecture Notes in Computer Science, ACCV, 2017(3):389-403.
- Shao 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.
- 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.
- Zhu H, Sheng B, Lin X, etal. Foreground Object Sensing for Saliency Detection[C] // ACM on International Conference on Multimedia Retrieval. ACM, 2016:111-118.
- Shao Z, Ding S, Zhao Y, et al. Learning deep representation from coarse to fine for face alignment[J]. arXiv preprint arXiv:1608.00207, 2016.
- Wang C, Kamata S I, Ma L. A fast multi-view based specular removal approach for pill extraction[C] // IEEE International Conference on Image Processing. IEEE, 2014:4126-4130.
- Weichen Xue, Xiangze Zhang, Bin Sheng, Lizhuang Ma, "Image-based depth-of-field rendering with non-local means filtering", ICME 2013.p.1-6.
- 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.
- 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, 2012: 310-315.
- Jiahua Chen, Zhifeng Xie, Bin Sheng, Lizhuang Ma, "Motion Debluring from A Single Image Using Gradient Enhancement". 10th ACM SIGGRAPH VRCAI, Dec.11-12, 2011, Hong Kong, China.
- Xiaoyu Chen, Lizhuang Ma, Na Chu and Yiyang Hu, "A Model of Decision Tree Algorithm and Discrimination Analysis for Diagnosis of Chronic Hepatitis B in TCM", IEEE ICBB Workshop, 2011:817-822.
- Zuoyong Zheng, Lizhuang Ma, Zhong Li, Zhihua Chen, "Reconstruction of shape and reflectance properties based on visull hulls", In Proceedings of Computer Graphics International (CGI’09).2009.
- Wang Yan, Ma Lizhuang, Liao Xiaowei, Liu Ping, "Correlation between Child-Pugh Degree and the Four Examinations of Traditional Chinese Medicine with Liver Cirrhosis", In: IEEE International Conference on BioMedical Engineering and Informatics 2008, pp. 858-862.