研究方向

高文的主要研究领域为人工智能应用和多媒体技术，侧重于计算机视觉、模式识别与图象处理、多媒体数据压缩、多模式接口以及虚拟现实等的研究 。主要研究兴趣包括视频编码与分析、手语识别与合成、人脸识别、数字图书馆等 。高文领导创立了中国的视频编解码技术标准体系AVS，推动中国数字视频产业实现了从核心技术空白到国际领先的跨越。同时，参与制定了中国新一代人工智能发展规划，主持制定了全球首个人工智能技术国际标准，创建并领导了新一代人工智能产业技术创新战略联盟。

高文长期从事图像处理、模式识别、多媒体、大规模人工智能系统等研究。他领导创立了中国的视频编解码技术标准体系AVS，推动中国数字视频产业实现了从核心技术空白到国际领先的跨越。同时，他还参与制定了我国新一代人工智能发展规划，主持制定了全球首个人工智能技术国际标准，创建并领导了新一代人工智能产业技术创新战略联盟。

学术论著

截至2019年7月，高文已出版著作4部，发表科学论文500多篇 。

出版著作

期刊论文

Long Xu, Sam Kwong, Hanli Wang, Debin Zhao, Wen Gao: Rate control for consistent visual quality of H.264/AVC encoding. Sig. Proc.: Image Comm. 28(1): 20-33 (2013)

Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Junsong Yuan, Yong Rui, Wen Gao: Location Discriminative Vocabulary Coding for Mobile Landmark Search. International Journal of Computer Vision 96(3): 290-314 (2012)

Yanwei Liu, Qingming Huang, Siwei Ma, Debin Zhao, and Wen Gao, A Novel Rate Control Technique for Multiview Video plus Depth based 3D Video Coding, IEEE Transactions on Broadcasting, vol.57, no.2, pp.562-571, Jun.2011

Qian Huang, Debin Zhao, Siwei Ma, Wen Gao, Huifang Sun, Deinterlacing Using Hierarchical Motion Analysis, IEEE Transactions on Circuits and Systems for Video Technology, vol.20, no.5, pp. 673-686, May.2010

Jun Sun, Wen Gao, Debin Zhao, Weiping Li, On Rate-Distortion Modeling and Extraction of H.264/SVC Fine-Granular Scalable Video, IEEE Transactions on Circuit and System for Video Technology, vol.19, no.3, pp.323-336, Mar.2009

Wen Gao, Bo Cao, Shiguang Shan, Xilin Chen, Delong Zhou, Xiaohua Zhang, Debin Zhao, The CAS-PEAL Large-Scale Chinese Face Database and Baseline Evaluations, IEEE Transactions on System Man, and Cybernetics (Part A), vol.38, no.1, pp.149-161,Jan.2008

Li Zhang and Wen Gao, Reusable Architecture and Complexity-Controllable Algorithm for the Integer/Fractional Motion Estimation of H.264. IEEE Transactions on Consumer Electronics. Vol.53, No.2, pp749-756, May 2007

Qian Huang, Wen Gao, Debin Zhao, Huifang Sun. An Efficient and Robust Adaptive Deinterlacing Technique. IEEE Transactions on Consumer Electronics. Vol.52, No.3, pp888-895, Aug.2006

Dalong Jiang, Yuxiao Hu, Shuicheng Yan, Lei Zhang, Hongjiang Zhang, Wen Gao. Efficient 3D Reconstruction for Face Recognition. Pattern Recognition. Vol.38, No.6, pp787-798, Mar.2005

Wen Gao, Gaolin Fang, Debin Zhao, Yiqiang Chen. A Chinese Sign Language Recognition System Based on SOFM/HMM/SRN. Pattern Recognition. Vol.37, No.12, pp2389-2402, Dec.2004

Wen Gao, Yiqiang Chen, Rui Wang, Shiguang Shan and Dalong Jiang. Learning and Synthesizing MPEG-4 Compatible 3-D Face Animation from Video Sequence. IEEE Transactions on Circuits and Systems for Video technology. Vol.13, No.11, pp1119-1128, Nov. 2003

Wen Gao, Shi Wang, Bin Liu, A Dynamic Recommendation System Based on Log Mining, International Journal of Foundations of Computer Science, Vol.13, No.4, pp.521-530, 2002

Wen Gao, Jiyong Ma, Jiangqin Wu and Chunli Wang. Large Vocabulary Sign Language Recognition Based on HMM/ANN/DP. International Journal on Pattern Recognition and Artificial Intelligence, Vol.14, No.5, pp587-602, 2000

Wen Gao and Xilin Chen, “A Stochastic Approach for Blurred Image Restoration and Optical Flow Computation on Field Image Sequence”, Journal of Computer Science and Technology, Vol.12, No.5, pp.386-399, 1997

Wen Gao and Masao Saito, "Bg-tree -- an extended B-tree with group manipulating abilities," IEICE Transactions on Comm. Elec. Inform. and Systems, Vol:E-74, No.8, pp.2419-2431, 1991

科研成果奖励

截至2015年9月，高文先后获得国家技术发明二等奖1项、国家科技进步二等奖5项 。

人才培养

讲授课程

高文讲授的课程（对象）有：《人机交互界面技术》（硕士生）；《高级计算机接口技术》（硕士生、博士生）；《图象数据压缩》（硕士生、博士生）；《计算机视觉》（本科生、 硕士生、博士生）；《图象处理专用计算机结构》（硕士生、博士生）；《图象数据库》（硕士生、博士生）；《计算机图形学》（硕士生） 。

指导学生

截至2013年7月，高文培养了112名博士生，24名博士后出站 。

教学成果奖励

2009年，高文获得高等学校科学研究优秀成果奖（科学技术）科技进步一等奖 。

荣誉表彰