湯曉鷗

香港中文大學信息工程系教授

湯曉鷗,男,畢業於麻省理工學院,現任香港中文大學信息工程系教授、工程學院傑出學人,兼任中國科學院深圳先進技術研究院副院長,IJCV(計算機視覺國際期刊)首位華人主編。商湯科技創始人、董事長,馬來西亞國家主權基金國庫控股公司董事。

研究領域包括多媒體、計算機視覺、模式識別及視頻處理。

大事件

1968

出生

1968年出生。

1996

獲麻省理工博士學位

1996年於麻省理工學院(MIT)獲得博士學位。

2001

建立香港中文大學多媒體實驗室

2001年,他建立了香港中文大學多媒體實驗室。

2009

被推選為IEEE院士

2009年,湯曉鷗教授獲電機及電子工程師學會(IEEE)推選為院士。

被推選為IEEE院士
2009

獲CVPR最佳論文獎

2009年獲得CVPR最佳論文獎,是CVPR 25年歷史上唯一獲獎的亞洲論文。

2014-03

發明人臉識別技術

2014年3月,湯曉鷗團隊發布GaussianFace人臉識別演算法,準確率達到98.52%,首次超越人眼識別能力(97.53%)。

發明人臉識別技術
2014-06

發表DeepID系列演算法

2014年6月起,湯曉鷗實驗室開始發表的DeepID系列演算法,逐步將人臉識別準確率提升至99.55%,開啟了整個人臉識別行業技術落地的時代,令我國在該領域躍居世界領先地位。

發表DeepID系列演算法
2016

率領團隊入選世界十大人工智慧先鋒實驗室

2016年,湯曉鷗領軍的中國人工智慧團隊,入選世界十大人工智慧先鋒實驗室,成為亞洲區唯一入選的實驗室。

人物經歷


教育經歷

時間院校專業學位
xx-1990年中國科學技術大學學士
xx-1991年美國羅切斯特大學碩士
xx-1996年麻省理工學院博士

工作經歷

● ● 1996年至今於香港中文大學信息工程系任教授。
湯曉鷗工作照
湯曉鷗工作照
● ● 2005-2007年於微軟亞洲研究院,擔任視覺計算組主任。
● ● 2008年12月起在深圳先進技術研究院多媒體集成技術研究室任主任和研究員。
● ● 任影響因子最高的IEEE雜誌IEEE Transactions on Pattern Analysis and Machine Intelligence(PAMI)和整個計算機科學領域影響因子最高的International Journal of Computer Vision(IJCV)編委(Associate Editor)。

主要成就


科研成就

研究領域
同微軟合作已申請近40項專利。同微軟亞洲研究院合作研發的圖像識別技術已被用於微軟圖像搜索引擎,成為世界上第一項圖像識別技術被用於大規模商業應用。
湯曉鷗人物素描
湯曉鷗人物素描
2012年國際計算視覺與模式識別會議(CVPR)上僅有的兩篇深度學習文章均出自其實驗室
2013年國際計算機視覺大會(ICCV)上全球學者共發表8篇有關深度學習的文章,其中6篇出自湯教授實驗室
2011—2013年間在計算機視覺領域兩大頂級會議ICCV和CVPR上發表了14篇深度學習論文,佔據全世界在這兩個會議上深度學習論文總數(29篇)的近一半。
2014年3月其團隊發布GaussianFace人臉識別演演算法,在LFW資料庫上準確率達98.52%,在全球首次突破人眼識別能力。
2014年6月起湯曉鷗實驗室開始發表的DeepID系列演演算法,逐步將人臉識別準確率提升至99.55%,開啟了整個人臉識別行業技術落地的時代,令我國在該領域躍居世界領先地位。
論文
•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) 2013
•X. 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, 2013
•X. 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.

社會活動


2017年9月26日北京市工商聯第十四屆執行委員會第一次全體會議選舉湯曉鷗為市工商聯副主席。

獲得榮譽


時間獎項全稱具體獎項獲獎作品頒獎機構
2009年CVPR2009最佳論文獎最佳論文獎
2020年5月
2020新財富500富人榜
第402位
2020年11月《2020衡昌燒坊·胡潤百富榜》
第952位