李厚强
中国科学技术大学教授

编委动态

编委简介

个人简介
李厚强,中国科学技术大学信息科学技术学院副院长、博士生导师,国家“杰出青年基金”获得者(2013)、万人计划领军人才(2016)、长江学者特聘教授(2017)、IEEE Fellow。现为多媒体计算与通信教育部-微软重点实验室主任。主要研究方向包括:视频编码与通信、多媒体信息检索、计算机视觉与模式识别、人工智能与机器博弈等。
个人履历
a)学习经历
1987/09~1992/07   中国科技大学,电子工程与信息科学系   学士学位
1994/09~1997/07   中国科技大学,电子工程与信息科学系   硕士学位
1997/09~2000/10   中国科技大学,电子工程与信息科学系   博士学位
b)工作经历
2000/11~2002/11   中国科技大学,电子工程与信息科学系   博士后
2002/12~2007/11   中国科技大学,电子工程与信息科学系   副教授
2007/12~         中国科技大学,电子工程与信息科学系    教授
c)社会兼职
◆IEEE高级会员(IEEE Senior Member)
◆国际期刊IEEE Transactions on Circuits and Systems for Video Technology副编辑(Associate Editor) (2010~2013)
◆国际期刊Signal Processing (Elsevier)客座编辑(Guest Editor)
◆国际会议2010 Visual Communications and Image Processing (VCIP 2010)程序委员会主席(Program Chair)
◆IEEE电路与系统协会(Circuits and Systems Society)视觉信号处理与通信技术委员会委员(Member of Visual Signal Processing and Communications Technical Committee, VSPC TC)和多媒体信号处理技术委员会委员(Member of Multimedia Signal Processing Technical Committee, MMSP TC)
◆国际和国内标准化组织JCTVC (Joint Collaborative Team on Video Coding), JVT (Joint Video Team), MPEG (Moving Picture Experts Group)和AVS (Audio Video coding Standard)等成员
d)学术研究
研究方向是图像视频编码与通信   多媒体信息检索   计算机视觉与模式识别   图象视频处理与分析。
获奖情况
1.2015年国家自然科学奖二等奖,排名2,项目名称:“图像非均匀计算理论与方法”。
2.2012年安徽省科学技术奖一等奖(自然科学类),排名1,项目名称:“大规模图像数据处理的理论方法”。
3.中国科学院优秀导师奖(2013、2014、2015、2016)。
4.中国科学院朱李月华优秀教师奖(2013、2014、2016)。
5.最佳论文奖,国际会议2012 Visual Communications and Image Processing (IEEE VCIP 2012)。
6.最佳论文奖,国际会议2012 International Conference on Internet Multimedia Computing and Service (ACM ICIMCS 2012)。
7.最佳论文奖,国际会议 The 10th International Conference on Mobile and Ubiquitous Multimedia (ACM MUM 2011)。
8.最佳学生论文奖,国际会议The 5th International Mobile Multimedia Communications Conference (MobiMedia 2009)。
论文发表
1.Min Wang, Wengang Zhou, Qi Tian, Houqiang Li, “A General Framework for Linear Distance Preserving Hashing”, IEEE TIP, Vol. 27, No. 2, p907-922, Feb. 2018.
2.Li Li, Bin Li, Houqiang Li, Chang Wen Chen, "λ Domain Optimal Bit Allocation Algorithm for High Efficiency Video Coding", IEEE TCSVT, Vol. 28, No. 1, p130-142, Jan. 2018.
3.Jun Xu, Tao Mei, Rui Cai, Houqiang Li, Yong Rui, "Automatic Generation of Social Event Storyboard from Image Click-through Data", IEEE TCSVT, Vol. 28, No. 1, p242-253, Jan. 2018.
4.Wengang Zhou, Houqiang Li, Jian Sun, Qi Tian, “Collaborative Index Embedding for Image Retrieval”, IEEE TPAMI, Vol. 40, No. 5, p1154-1166, May 2018.
5.Chaofan He, Huiying Wang, Yang Hu, Yan Chen, Xiaopeng Fan, Houqiang Li, Bing Zeng, “MCast: High-Quality Linear Video Transmission with Time and Frequency Diversities”, IEEE TIP, Vol. 27, No. 7, p3599-3610, July 2018
6.Yue Lv, Wengang Zhou, Qi Tian, Shaoyan Sun, Houqiang Li, “Retrieval Oriented Deep Feature Learning with Complementary Supervision Mining”, IEEE TIP, Vol. 27, No. 10, p4945-4957, October, 2018.
7.Jian Shen, Lei Yu, Li Li, Houqiang Li, "Foveation Based Wireless Soft Image Delivery", IEEE TMM, 2018. (In press)
8.Ning Wang, Wengang Zhou, Houqiang Li, “Reliable Re-detection for Long-term Tracking”, IEEE TCSVT, 2018. (In press)
9.Ning Yan, Dong Liu, Houqiang Li, Bin Li, Li Li, Feng Wu, “Convolutional Neural Network-Based Fractional-Pixel Motion Compensation”, IEEE TCSVT, 2018. (In press)
10.Lei Yu, Houqiang Li, Weiping Li, “Distortion Bounds for Source Broadcast Problems”, IEEE TIT, 2018. (In press)
11.Ning Wang, Wengang Zhou, Qi Tian, Richang Hong, Meng Wang, Houqiang Li, “Multi-Cue Correlation Filters for Robust Visual Tracking”, CVPR, Salt Lake City, Utah, USA, June 18-22, 2018.
12.Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua, "Towards Open-Set Identity Preserving Face Synthesis", CVPR, Salt Lake City, Utah, USA, June 18-22, 2018.
13.Yao Zhai, Jingjing Fu, Yan Lu, Houqiang Li, "Feature Selective Networks for Object Detection", CVPR, Salt Lake City, Utah, USA, June 18-22, 2018.
14.Jie Huang, Wengang Zhou, Qilin Zhang, Houqiang Li, Weiping Li, "Video-based Sign Language Recognition without Temporal Segmentation", AAAI, New Orleans, Louisiana, USA, Feb. 2-7, 2018.
15.Dan Guo, Wengang Zhou, Houqiang Li, Meng Wang, "Hierarchical LSTM for Sign Language Translation", AAAI, New Orleans, Louisiana, USA, Feb. 2-7, 2018.
16.Junfu Pu, Wengang Zhou, Houqiang Li, “Dilated Convolutional Network with Iterative Optimization for Continuous Sign Language Recognition”, IJCAI, Stockholm, Sweden, July 13-19, 2018.
17.Xiaotian Zhu,Wengang Zhou, Houqiang Li, “Improving Deep Neural Network Sparsity through Decorrelation Regularization”, IJCAI, Stockholm, Sweden, July 13-19, 2018.
2017
1.Lei Yu, Houqiang Li, Weiping Li, “Source-Channel Secrecy for Shannon Cipher System”, IEEE TIT, Vol. 63, Issue 4, p 2596 - 2622 , April 2017.
2.Fangdong Chen, Houqiang Li, Li Li, Dong Liu, Feng Wu, "Block-Composed Background Reference for High Efficiency Video Coding", IEEE TCSVT, Vol. 27, No. 12, p2639-2651, Dec. 2017.
3.Li Li, Zhu Li, Bin Li, Dong Liu, Houqiang Li, "Pseudo-Sequence-Based 2-D Hierarchical Coding Structure for Light-field Image Compression", IEEE JSTSP, Vol. 11, No. 7, p1107-1119, Oct. 2017.
4.Lei Yu, Houqiang Li, Weiping Li, “Joint Source-Channel Secrecy Using Uncoded Schemes: Towards Secure Source Broadcast”, IEEE TIT, Vol. 63, No. 11, p7442-7463, Nov. 2017
5.Zhenbo Lu, Qing Ling, Houqiang Li, Weiping Li, "Video Restoration Based on a Novel Second Order Nonlocal Total Variation Model", Signal Processing, Vol. 133, p79-96, Oct. 2017.
6.Dan Guo, Wengang Zhou, Houqiang Li, Meng Wang, “Online Early-Late Fusion Based on Adaptive HMM for Sign Language Recognition”, ACM TOMM, Vol. 14, No. 1, Article 8, Dec. 2017.
7.Shaoyan Sun, Ying Li, Wengang Zhou, Qi Tian, Houqiang Li, "Local Residual Similarity for Image Re-ranking", Information Sciences, 417(2017), p143-153, 2017.
8.Li Li, Houqiang Li, Dong Liu, Zhu Li, Haitao Yang, Sixin Lin, Huanbang Chen, Feng Wu, "An Efficient Four-Parameter Affine Motion Model for Video Coding", IEEE TCSVT, 2017. (In press)
9.Yue Li, Dong Liu, Houqiang Li, Li Li, Feng Wu, Hong Zhang, Haitao Yang, "Convolutional Neural Network-Based Block Up-sampling for Intra Frame Coding", IEEE TCSVT, 2017. (In press)
10.Changyue Ma, Dong Liu, Xiulian Peng, Feng Wu, Houqiang Li, Tingting Wang, “Reference Clip for Inter Prediction in Video Coding”, IEEE TCSVT. (In press)
11.Yingwei Pan, Ting Yao, Houqiang Li, Tao Mei, “Video Captioning with Transferred Semantic Attributes”, CVPR, Honolulu, Hawaii, USA, July 21-26, 2017.
12.Yingwei Pan, Zhaofan Qiu, Ting Yao, Houqiang Li, Tao Mei, “To Create What You Tell: Generating Videos from Captions”, ACM Multimedia, Mountain, CA, USA, Oct. 23-27, 2017.
13.Min Wang, Wengang Zhou, Qi Tian, Junfu Pu, Houqiang Li, “Deep Supervised Quantization by Self-Organizing Map”, ACM Multimedia, Mountain, CA, USA, Oct. 23-27, 2017.
14.Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua, “CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training”, ICCV, Venice, Italy, Oct. 22-29, 2017.
15.Li Li, Zhu Li, Bin Li, Dong Liu, Houqiang Li, “Pseudo Sequence Based 2-D Hierarchical Coding Structure for Light-Field Image Compression”, DCC, Cliff Lodge, Snowbird, UT, USA, Apr 4-7, 2017.
2016
1.Wengang Zhou, Ming Yang, Xiaoyu Wang, Houqiang Li, Yuanqing Lin, Qi Tian, "Scalable Feature Matching by Dual Cascaded Scalar Quantization for Image Retrieval", IEEE TPAMI, Vol. 38, No. 1, p159-171, Jan. 2016.
2.Zhen Liu, Houqiang Li, Wengang Zhou, Ting Rui, Qi Tian, “Making Residual Vector Distribution Uniform for Distinctive Image Representation”, IEEE TCSVT, Vol. 26, No. 2, p375-384, Feb. 2016.
3.Jinlei Zhang, Bin Li, Houqiang Li, “An Efficient Fast Mode Decision Method for Inter Prediction in HEVC”, IEEE TCSVT, Vol. 26, No. 8, p1502-1515, 2016.
4.Xingyang Cai, Wengang Zhou, Lei Wu, Jiebo Luo, Houqiang Li, “Effective Active Skeleton Representation for Low Latency Human Action Recognition”, IEEE TMM, Vol. 18, No. 2, p141-154, Feb. 2016.
5.Qingbo Lu, Wengang Zhou, Lu Fang, Houqiang Li, “Robust Blur Kernel Estimation for License Plate Images from Fast Moving Vehicles”, IEEE TIP, Vol. 25, No. 5, p2311-2323, May 2016.
6.Li Li, Bin Li, Dong Liu, Houqiang Li , “λ-domain Rate Control Algorithm for HEVC Scalable Extension”, IEEE TMM, Vol. 18, No. 10, p2023 – 2039, Oct. 2016.
7.Lei Yu, Houqiang Li, Weiping Li, Comments on “Approximate Characterizations for the Gaussian Source Broadcast Distortion Region”, IEEE TIT, Vol. 62, No. 10, p5966 – 5969, Oct. 2016.
8.Jin Zeng, Lu Fang, Jiahao Pang, Houqiang Li, Feng Wu, “Subpixel Image Quality Assessment Syncretizing Local Subpixel and Global Pixel Features”, IEEE TIP, Vol. 25, No. 12, p5841 - 5856, 2016.
9.Qingbo Lu, Wengang Zhou, Houqiang Li, "A No-Reference Image Sharpness Metric Based on Structural Information Using Sparse Representation", Information Sciences, Vol. 369, p334–346, Nov. 2016.
10.Yingwei Pan, Tao Mei, Ting Yao, Houqiang Li, Yong Rui, “Jointly Modeling Embedding and Translation to Bridge Video and Language”, CVPR, Las Vegas, USA, June 26-July 1, 2016. (Oral)
11.Chenyi Lei, Dong Liu, Weiping Li, Zheng-Jun Zha, Houqiang Li, “Comparative Deep Learning of Hybrid Representations for Image Recommendations”, CVPR, Las Vegas, USA, June 26-July 1, 2016.
12.Yingwei Pan, Yehao Li, Ting Yao, Tao Mei, Houqiang Li, Yong Rui, "Learning Deep Intrinsic Video Representation by Exploring Temporal Coherence and Graph Structure", IJCAI, New York City, USA, July 9-15, 2016.
13.Min Wang, Wengang Zhou, Houqiang Li, Zhengjun Zha, Qi Tian, “Linear Distance Preserving Pseudo-Supervised and Unsupervised Hashing”, ACM MM, Amsterdam, The Netherlands, October 15 – 19, 2016.
科研项目
1.国家973计划课题《与视感知一致的视觉信息编码理论》(课题编号:2015CB351803),2015/01-2019/08,课题负责人。 
2.国家“杰出青年”基金《多媒体编码与检索》(批准号:61325009),2014/01-2017/12,课题负责人。 
3.国家基金委重大项目课题《与主观感知一致的图像视频质量评价方法》(批准号:61390514),2014/01-2018/12,课题负责人。 
4.国家基金委面上项目《基于云计算的视频智能处理与编码》(批准号:61272316),2013/01-2016/12,课题负责人。

5.国家863计划课题《基于视频多维描述空间的视频自适应技术研究》(课题编号:2006AA01Z317),2006/12-2009/09,课题负责人。 
6.国家基金委面上项目《基于视频信号表达的视频自适应关键技术研究》(批准号:60672161),2007/01-2009/12,课题负责人。 
7.国家基金委面上项目《分布式视频编码理论及方法研究》(批准号:60572067),2006/01-2008/12,课题负责人。 
8.国家基金委重点项目《无线分布式环境下视频信息的协同描述与智能传输》(批准号:60736043),2008/01-2011/12,子课题负责人。 
9.国家基金委重点项目《适配网络化视频处理基础理论与实验平台》(批准号:60632040),2007/01-2010/12,子课题负责人。 
10.国家基金委重点项目《高效视频编码中的关键技术研究》(批准号:60333020),2004/01-2006/12,子课题负责人。 
11.华为公司专项研究项目,《视频编码、处理与传输技术》,2008/01-2013/12,课题负责人。 
12.Nokia公司国际合作项目,《面向移动终端的视频处理技术》,2005/01-2013/12,课题负责人。