汤晓鸥的个人简介
汤晓鸥,毕业于麻省理工学院,现任香港中文大学信息工程系教授,IJCV首位华人主编,商汤科技创始人、董事长,马来西亚国家主权基金国库控股公司董事。
他的主要成就为全球人脸识别技术的“开拓者”和“探路者”,其领军的中国人工智能团队,入选世界十大人工智能先锋实验室。
人物经历
汤晓鸥,现任香港中文大学信息工程系教授、工程学院杰出学人,兼任中国科学院深圳先进技术研究院副院长。
IEEE Fellow,1990年于中国科学技术大学获得学士学位,1991年于美国罗切斯特大学获得硕士学位,1996年于麻省理工学院(MIT)获得博士学位,于香港中文大学信息工程系任教授。2005-2007年于微软亚洲研究院,担任视觉计算组主任。2008年12月起在深圳先进技术研究院多媒体集成技术研究室任主任和研究员。
2009年,他和其博士研究生何恺明(也是本次AI英雄风云榜技术创新人物新锐奖获得者),联同微软亚洲研究院的孙剑博士,凭论文“基于暗原色的单一图像去雾技术”夺得IEEE电脑视觉与模式识别大会(CVPR)该年度的“最佳论文奖”,轰动一时。
汤晓鸥发明的人脸识别技术,是世界上第一个超过人眼识别能力的计算机算法。其在香港中文大学创办的多媒体实验室。
2014年,这汤晓鸥团队发布研究成果,基于原创的GaussianFace人脸识别算法,在LFW数据库上准确率达98.52%,首次超越人眼识别能力(97.53%),超过Facebook同时间发布的DeepFace算法(97.35%)。被评为人工智能领域影响因子最高的国际会议AAAI2015的最佳学生论文,同年,成立商汤科技。
2016年与麻省理工、斯坦福等著名大学一道,入选世界十大人工智能先锋实验室。为促进深港两地的研究人员交流互通和协同创新,汤晓鸥牵头组建了香港中文大学和中国科学院深圳先进技术研究院的联合实验室,并积极招募了一批海外优秀科研人才加入团队,继续在源头创新的道路上不断前行。
2019年7月,马来西亚总理马哈蒂尔任命商汤科技创始人汤晓鸥担任马来西亚国家主权基金国库控股公司董事。汤晓鸥是马来西亚历史上首个担任此职位的外国人。
社会荣誉
2009年,汤晓鸥教授获电机及电子工程师学会(IEEE)推选为院士;同年,汤晓鸥教授及其博士研究生何恺明,联同微软亚洲研究院的孙剑博士,凭论文“基于暗原色的单一图像去雾技术”夺得IEEE电脑视觉与模式识别大会(CVPR)该年度的“最佳论文奖”。
汤晓鸥担任多个重要的国际会议的主席,包括计算机视觉最顶尖的国际会议ICCV和CVPR,并获得CVPR2009最佳论文奖,是CVPR 25年历史上唯一获奖的亚洲论文。现任影响因子最高的IEEE杂志IEEE Transactions on Pattern Analysis and Machine Intelligence(PAMI)和整个计算机科学领域影响因子最高的International Journal of Computer Vision(IJCV)编委(Associate Editor),IJCV首位华人主编。
2020年5月,汤晓鸥以78.5亿元人民币财富位列2020新财富500富人榜第402位。
研究成果
汤晓鸥的研究领域包括多媒体、计算机视觉、模式识别及视频处理,已在这些领域发表论文200余篇。同微软合作已申请近40项专利。同微软亚洲研究院合作研发的图像识别技术已被用于微软图像搜索引擎,成为世界上第一项图像识别技术被用于大规模商业应用。
汤晓鸥的团队在全球范围内做出了大量深度学习原创技术突破:2012年国际计算视觉与模式识别会议(CVPR)上仅有的两篇深度学习文章均出自其实验室;2013年国际计算机视觉大会(ICCV)上全球学者共发表8篇有关深度学习的文章,其中6篇出自汤教授实验室;2011―2013年间在计算机视觉领域两大顶级会议ICCV和CVPR上发表了14篇深度学习论文,占据全世界在这两个会议上深度学习论文总数(29篇)的近一半。
2014年3月,其团队发布GaussianFace人脸识别算法,在LFW数据库上准确率达98.52%,在全球首次突破人眼识别能力。
2014年6月起,汤晓鸥实验室开始发表的DeepID系列算法,逐步将人脸识别准确率提升至99.55%,开启了整个人脸识别行业技术落地的时代,令我国在该领域跃居世界领先地位。
任免信息
2017年9月26日,北京市工商联第十四届执行委员会第一次全体会议选举汤晓鸥为市工商联副主席。
学术著作
Y. Sun, X. Wang and X. Tang, "Deep Convolutional Network Cascade for Facial Point Detection," in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2013X. Wang, S. Qiu, K. Liu, and X. Tang, "Web Image Re-ranking Using Query-Specific Semantic Signatures", accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)K. Jia, X. Wang, and X. Tang, "Image Transformation based on Learning Dictionaries across Image Spaces", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI),Vol. 35, pp. 367-380, 2013X. Tang, K. Liu, J. Cui, F. Wen, and X. Wang, "IntentSearch: Capturing User Intention for One-Click Internet Image Search," IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol. 34, No. 7, July 2012.T. Xue, J. Liu and X. Tang, "Example-Based 3D Object Reconstruction from Line Drawings," Proc. of IEEE Conf. on Computer Vision and Pattern Recognition(CVPR), 2012.B. Zhou, X. Wang and X. Tang, "Understanding Collective Crowd Behaviors:Learning a Mixture Model of Dynamic Pedestrian-Agents," Prof. of IEEE Conf. on Computer Vision and Pattern Recognition(CVPR), 2012.P. Luo, X. Wang, and X. Tang, "Hierarchical Face Parsing via Deep Learning", Prof. of IEEE Conf. on Computer Vision and Pattern Recognition(CVPR), 2012.K. Jia, X. Tang, X. Wang, "Image Transformation based on Learning Dictionaries across Image Spaces", IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), , 2012.T. Xue, J. Liu, X. Tang, "3D Modeling from a Single View of a Symmetric Object", IEEE Trans. on Image Processing. (TIP), , 2012.K. He, J. Sun, X. Tang, "Single Image Haze Removal Using Dark Channel Prior," IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol. 33, No. 12, Dec. 2011.W. LUO, X. Wang and X. Tang, "Content-based Photo Quality Assessment",Proc. International Conference on Computer Vision (ICCV), 2011.K. Jia, X. Wang, X. Tang, "Optical flow estimation using learned sparse model", Proc. International Conference on Computer Vision (ICCV), 2011.W. Zhang, X. Wang, and X. Tang, "Coupled Information-Theoretic Encoding for Face Photo-Sketch Recognition," Prof. IEEE Conf. Computer Vision and Pattern Recognition(CVPR), 2011.B. Zhou, X. Wang, X. Tang, "Random Field Topic Model for Semanic Region Analysis in Crowded Scenes from Tracklets," IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2011.T. Xue, J. Liu, X. Tang, "Symmetric Piecewise Planar Object Reconstruction from a Single Image," IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2011.X. Wang, K. Liu, X. Tang, "Query-Specific Visual Semantic Spaces forWeb Image Re-ranking," IEEE Conf. Computer Vision and Pattern Recognition (CVPR), June 2011.K. He, C. Rhemann, C. Rother, X. Tang, and J. Sun, "A Global Sampling Method for Alpha Matting", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011.Q. Yin, X. Tang, J. Sun, "An associate-predict model for face recognition", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011.J. Liu, Y. Chen, X. Tang, "Decomposition of complex line drawings with hidden lines for 3D planar-faced manifold object reconstruction," IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), vol. 33, no. 1, pp. 3, Jan 2011.T. Liu, Z. Yuan, J. Sun, J. Wang, N. Zheng, X. Tang, H. Shum, "Learning to Detect a Salient Object", IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), vol. 33, no. 2, pp. 353-367, Feb 2011.W. Zhang, J. Sun, X. Tang, "From Tiger to Panda: Animal Head Detection," IEEE Transactions on Image Processing (TIP), vol. 20, no. 6, pp.1696-1708, 2011.W. Zhang, Z. Lin, X. Tang, "Learning Semi-Riemannian Metrics for Semisupervised Feature Extraction," IEEE Trans. Knowl. Data Eng, vol 23, no. 4, pp. 600-611, 2011.C. Zhao, X. Wang, and W. Cham, "Background Subtraction via Robust Dictionary Learning," EURASIP journal on Image and Video Processing, 2011.Z. Lin, X. Tang, "Learning Semi-Riemannian Metrics for Semisupervised Feature Extraction", IEEE Trans. on Knowledge and Data Engineering (TKDE), vol. 23, no. 4, pp. 600-611, 2011.Z. Yu, C. Xu, J. Liu, O. C. Au, X. Tang, "Automatic object segmentation from large scale 3D urban point clouds through manifold embedded mode seeking", Proceedings of the 19th ACM international conference on Multimedia (MM), 2011.C. Cao, S. Chen, W. Zhang, X. Tang, "Automatic motion-guided video stylization and personalization", Proceedings of the 19th ACM international conference on Multimedia (MM), 2011.B. Gong, J. Liu, X. Wang, X. Tang, "3D object retrieval with semantic attributes", Proceedings of the 19th ACM international conference on Multimedia (MM), 2011.Q. Zhou, S. Chen, J. Liu, X. Tang, "Edge-preserving single image super-resolution", Proceedings of the 19th ACM international conference on Multimedia (MM), 2011.