汤晓鸥 （商汤科技创始人、人工智能科学家）

简介

2023年12月15日，汤晓鸥因病救治无效离世，时年55岁。

人物生平

教育经历

工作经历

1. 1996年至今于香港中文大学信息工程系任教授。

   

2. 2005-2007年于微软亚洲研究院，担任视觉计算组主任。

3. 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。

4. 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）。

5. 第十四届全国政协委员。

人物去世

2023年12月15日23时45分，汤晓鸥因病救治无效离世，时年55岁。

主要成就

科研成就

研究领域

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。

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。

论文

•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.

创作作品

2022年9月1日，担纲主编的《人工智能基础》系列读本发布。

社会活动

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。

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