职称/职务

教授/副院长

出生年月

1969-03

最高学历

博士

工作单位

中国科学技术大学信息学院6系

联系地址

安徽省合肥市蜀山区黄山路中国科技大学西区

邮箱

lihq@ustc.edu.cn

教育背景

1)     1997-09至2000-10, 中国科学技术大学, 电子工程与信息科学系, 博士

2)     1994-09至1997-07, 中国科学技术大学, 电子工程与信息科学系, 硕士

3)     1987-09至1992-07, 中国科学技术大学, 电子工程与信息科学系, 学士

研究方向

计算机视觉与模式识别、人工智能与机器博弈、多媒体信息检索、视频编码与通信

任职经历

1)      2007-12至现在, 中国科学技术大学, 电子工程与信息科学系, 教授

2)      2003-07至2007-12, 中国科学技术大学, 电子工程与信息科学系, 副教授

3)      2002-12至2003-06, 中国科学技术大学, 电子工程与信息科学系, 讲师

4)      2000-11至2002-11, 中国科学技术大学, 电子工程与信息科学系, 博士后

主持、参与

项目

1)      国家自然科学基金委，重点项目，批准号：61836011，复杂环境下的机器博弈算法与应用，2019-01至2023-12，286万元，在研，主持

2)      XX科技创新特区项目，编号：DD2100060098，基于机器博弈的智能对抗系统原型研发，2018年12月至2022年12月；4640万元，在研，主持

3)      华为公司重大项目，编号：ES2100060191，机器视觉技术联合创新项目，2019-01至2021-12，1500万，在研，主持

4)      XX科技创新特区项目，编号：DD2100060089，基于深度学习机器博弈的高动态强对抗行为智能决策模型研究自评估，2016-11至2018-6，1500万元，已结题, 主持

5)      国家973计划课题，编号：2015CB351803，与视感知一致的视觉信息编码理论，2015-01至2019-12，505万元，已结题，主持

6)      国家自然科学基金委，杰出青年基金项目，批准号：61325009，多媒体编码与检索，2014-01至2017-12，320万元，已结题，主持

7)      国家自然科学基金委，重大项目课题，编号：61390514，与主观感知一致的图像视频质量评价方法，2014-01至2018-12，360万元，已结题，主持

8)      科大讯飞重大项目，编号：ES2100060171，图像视频分析技术研发，2018-03至2019-03，300万，已结题，支持

9)      国家自然科学基金委，面上项目，批准号：61272316，基于云计算的视频智能处理与编码，2013-01至2016-12，82万元，已结题，主持

10)   国家自然科学基金委，面上项目，批准号：60672161，基于视频信号表达的视频自适应关键技术研究，2007-01至2009-12，28万元，已结题，主持

11)   国家自然科学基金委，面上项目，60572067，分布式视频编码理论及方法研究，2006-01至2008-12，21万元，已结题，主持

12)   国家863计划课题，编号：2006AA01Z317，基于视频多维描述空间的视频自适应技术研究，2006-12至2009-09，91万元，已结题，主持

荣誉、奖项

荣誉：

1)      教育部长江学者特聘教授（2017年）

2)      科技部中青年科技创新领军人才（2014年）

3)      国家基金委杰出青年科学基金获得者(2013年)

4)      教育部新世纪优秀人才支持计划(2007年)

5)      中国科学院优秀导师奖(2016年)

6)      中国科学院朱李月华优秀教师奖(2016年)

7)      中国科学院优秀导师奖(2015年)

8)      中国科学院“优秀研究生指导教师”奖(2014年)

9)   中国科学院朱李月华优秀教师奖(2014年)

10)   中国科学院“优秀研究生指导教师”奖(2013年)

11)   中国科学院朱李月华优秀教师奖(2013年)

奖励：

1)      2019年国家技术发明奖二等奖，排名2，项目名称：“移动高清视频编码适配关键技术”，中华人民共和国国务院，证书号：2019-F-30901-2-01-R02。（吴枫，李厚强，刘东，杨海涛，李礼，李斌）

2)      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”，中华人民共和国国务院，证书号：2015-Z-107-2-01-R02。（吴枫，李厚强，汪萌，刘东，洪日昌）

3)      2012年安徽省科技奖一等奖（自然科学奖），排名1，项目名称：“大规模图像数据处理的理论方法”，安徽省人民政府，证书号：2012-1-R1。（李厚强、吴枫、丁文鹏、田新梅、吴秀清）

4)      2016年中国专利优秀奖，排名3，项目名称：“编解码方法和装置”，国家知识产权局，专利号：ZL201210018818.7。（杨海涛，李斌，李厚强，周建同）

5)      国际会议2012 Visual Communications and Image Processing (VCIP 2012) 最佳论文奖：Lulu Chen, M. M. Hannuksela, Houqiang Li, “Intra Coding for Depth Maps Using Adaptive Boundary Location”, 第一作者为本人研究生。

6)      2012 International Conference on Internet Multimedia Computing and Service (ICIMCS'12)最佳论文奖：Wengang Zhou, Houqiang Li, Meng Wang, Yijuan Lu, Qi Tian, "Binary SIFT: Towards Efficient Feature Matching Verification for Image Search", 第一作者为本人研究生。

7)      The 10th International Conference on Mobile and Ubiquitous Multimedia (ACM MUM 2011)最佳论文奖：Dong Zhang, Bin Li, Houqiang Li, “Intermedia: System and Application for Video Adaptation” , 第一作者为本人研究生。

8)      5th International Mobile Multimedia Communications Conference (MobiMedia 2009)最佳学生论文奖：Jinrong Zhang, Houqiang Li, Chang Wen Chen, “Progressive Distributed Coding of Multispectral Images”, 第一作者为本人研究生。

科研成果

期刊论文：

[1]    Chaofan He, Yang Hu, Yan Chen, Xiaopeng Fan, Houqiang Li, Bing Zeng, “MUcast: Linear Uncoded Multiuser Video Streaming with Channel Assignment and Power Allocation Optimization”, IEEE Transactions on Circuits and Systems for Video Technology, 2020. (In press)

[2]    Li Li, Zhu Li, Bin Li, Dong Liu, Houqiang Li, "Quadtree-based Coding Framework for High Density Camera Array based Light Field Image", IEEE Transactions on Circuits and Systems for Video Technology, 2020. (In press)

[3]    Min Wang, Wengang Zhou, Qi Tian, Houqiang Li, "Neighborhood Pyramid Preserving Hashing", IEEE Transactions on Multimedia, 2020. (In press)

[4]    Mirza Uzair Baig, Lei Yu, Zixiang Xiong, Anders Høst-Madsen, Houqiang Li, Weiping Li, “On the Energy-Delay Tradeoff in Streaming Data: Finite Blocklength Analysis”, IEEE Transactions on Information Theory, 2020. (In press)

[5]    Li Li, Ning Yan, Zhu Li, Shan Liu, Houqiang Li, "λ-domain Perceptual Rate Control for 360-degree Video Compression", IEEE Journal of Selected Topics in Signal Processing, 2020. (In press)

[6]    Li Li, Zhu Li, Shan Liu, Houqiang Li, “Occupancy-map-based Rate Distortion Optimization and Partition for Video-based Point Cloud Compression”, IEEE Transactions on Circuits and Systems for Video Technology, 2020. (In press)

[7]    Li Li, Zhu Li, Vladyslav Zakharchenko, Jianle Chen, Houqiang Li, “Advanced 3D Motion Prediction for Video-Based Dynamic Point Cloud Compression”, IEEE Transactions on Image Processing, Vol. 29, Issue 1, p289-302, Jan. 2020.

[8]    Dan Guo, Wengang Zhou, Anyang Li, Houqiang Li, Meng Wang, "Hierarchical Recurrent Deep Fusion using Adaptive Clip Summarization for Sign Language Translation", IEEE Transactions on Image Processing, Vol. 29, p1575-1590, 2020.

[9]    Changyue Ma, Dong Liu, Xiulian Peng, Feng Wu, Houqiang Li, Tingting Wang, “Reference Clip for Inter Prediction in Video Coding”, IEEE Transactions on Circuits and Systems for Video Technology. Vol. 29, No. 1, p130-143, Jan. 2019.

[10]  Ning Wang, Wengang Zhou, Houqiang Li, “Reliable Re-detection for Long-term Tracking”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 29, Issue 3, p 730-743, Mar. 2019.

[11]  Ning Yan, Dong Liu, Houqiang Li, Bin Li, Li Li, Feng Wu, “Convolutional Neural Network-Based Fractional-Pixel Motion Compensation”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 29, Issue 3, p840-853, Mar. 2019.

[12]  Yue Li, Dong Liu, Houqiang Li, Li Li, Zhu Li, Feng Wu, “Learning a Convolutional Neural Network for Image Compact-Resolution”, IEEE Transactions on Image Processing, Vol. 28, Issue 3, p1092-1107, March 2019.

[13]  Li Li, Zhu Li, Xiang Ma, Haitao Yang, Houqiang Li, “Advanced Spherical Motion Model and Local Padding for 360-Degree Video Compression”, IEEE Transactions on Image Processing, Vol. 28, Issue 5, p2342-2356, May 2019.

[14]  Ning Yan, Dong Liu, Houqiang Li, Bin Li, Li Li, Feng Wu, "Invertibility-Driven Interpolation Filter for Video Coding", IEEE Transactions on Image Processing, Vol. 28, Issue 10, p4912-4925, Oct. 2019.

[15]  Jie Huang, Wengang Zhou, Houqiang Li, Weiping Li, “Attention based 3D-CNNs for Large-Vocabulary Sign Language Recognition”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 29, No. 9, p2822-2832, Sept. 2019.

[16]  Zhaobin Zhang, Li Li, Zhu Li, Houqiang Li, “Mobile Visual Search Compression with Grassmann Manifold Embedding”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 29, No. 11, p3356-3366, Nov. 2019.

[17]  Jianping Lin, Dong Liu, Haitao Yang, Houqiang Li, Feng Wu, “Convolutional Neural Network-Based Block Up-Sampling for HEVC ”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 29, No. 12, p3701-3715, Dec. 2019.

[18]  Min Wang, Wengang Zhou, Qi Tian, Houqiang Li, "Deep Scalable Supervised Quantization by Self-Organizing Map", ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol. 15, Issue 3, Article No. 81, Sept. 2019.

[19]  Zhandong Liu, Wengang Zhou, Houqiang Li, "Scene Text Detection with Fully Convolutional Neural Networks", Multimedia Tools and Applications, Volume 78, Issue 13, pp 18205–18227, July 2019.

[20]  Chao Xie, Ning Wang, Wengang Zhou, Weiping Li, Houqiang Li, "Multi-tracker fusion via adaptive outlier detection", Multimedia Tools and Applications, Volume 78, Issue 2, p 2227–2250, January 2019.

[21]  Min Wang, Wengang Zhou, Qi Tian, Houqiang Li, “A General Framework for Linear Distance Preserving Hashing”, IEEE Transactions on Image Processing, Vol. 27, No. 2, p907-922, Feb. 2018.

[22]  Li Li, Bin Li, Houqiang Li, Chang Wen Chen, "λ Domain Optimal Bit Allocation Algorithm for High Efficiency Video Coding", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 28, No. 1, p130-142, Jan. 2018.

[23]  Jun Xu, Tao Mei, Rui Cai, Houqiang Li, Yong Rui, "Automatic Generation of Social Event Storyboard from Image Click-through Data", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 28, No. 1, p242-253, Jan. 2018.

[24]  Wengang Zhou, Houqiang Li, Jian Sun, Qi Tian, “Collaborative Index Embedding for Image Retrieval”, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 40, No. 5, p1154-1166, May 2018.

[25]  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 Transactions on Image Processing, Vol. 27, No. 7, p3599-3610, July 2018

[26]  Yue Lv, Wengang Zhou, Qi Tian, Shaoyan Sun, Houqiang Li, “Retrieval Oriented Deep Feature Learning with Complementary Supervision Mining”, IEEE Transactions on Image Processing, Vol. 27, No. 10, p4945-4957, October, 2018.

[27]  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 Transactions on Circuits and Systems for Video Technology, Vol. 28, No. 8, p1934–1948, Aug. 2018.

[28]  Lei Yu, Houqiang Li, Weiping Li, “Distortion Bounds for Source Broadcast Problems”, IEEE Transactions on Information Theory, Vol. 64, No. 9, p6034-6053, Sept. 2018.

[29]  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 Transactions on Circuits and Systems for Video Technology, Vol. 28, No. 9, p2316-2330, Sept. 2018.

[30]  Shaoyan Sun, Wengang Zhou, Qi Tian, Ming Yang, Houqiang Li, "Assessing Image Retrieval Quality at the First Glance", IEEE Transactions on Image Processing, Vol. 27, No.12, p 6124-6134, Dec. 2018.

[31]  Jian Shen, Lei Yu, Li Li, Houqiang Li, "Foveation Based Wireless Soft Image Delivery", IEEE Transactions on Multimedia, Vol. 20, No. 10, p2788-2800, Oct. 2018.

[32]  Lei Yu, Houqiang Li, Weiping Li, “Source-Channel Secrecy for Shannon Cipher System”, IEEE Transactions on Information Theory, Vol. 63, Issue 4, p 2596 - 2622 , April 2017.

[33]  Fangdong Chen, Houqiang Li, Li Li, Dong Liu, Feng Wu, "Block-Composed Background Reference for High Efficiency Video Coding", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 27, No. 12, p2639-2651, Dec. 2017.

[34]  Li Li, Zhu Li, Bin Li, Dong Liu, Houqiang Li, "Pseudo-Sequence-Based 2-D Hierarchical Coding Structure for Light-field Image Compression", IEEE Journal of Selected Topics In Signal Processing, Vol. 11, No. 7, p1107-1119, Oct. 2017.

[35]  Lei Yu, Houqiang Li, Weiping Li, “Joint Source-Channel Secrecy Using Uncoded Schemes: Towards Secure Source Broadcast”, IEEE Transactions on Information Theory, Vol. 63, No. 11, p7442-7463, Nov. 2017

[36]  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.

[37]  Dan Guo, Wengang Zhou, Houqiang Li, Meng Wang, “Online Early-Late Fusion Based on Adaptive HMM for Sign Language Recognition”, ACM Transactions on Multimedia Computing, Communications and Applications (ACM TOMM), Vol. 14, No. 1, Article 8, Dec. 2017.

[38]  Shaoyan Sun, Ying Li, Wengang Zhou, Qi Tian, Houqiang Li, "Local Residual Similarity for Image Re-ranking", Information Sciences, 417(2017), p143-153, 2017.

[39]  Wengang Zhou, Ming Yang, Xiaoyu Wang, Houqiang Li, Yuanqing Lin, Qi Tian, "Scalable Feature Matching by Dual Cascaded Scalar Quantization for Image Retrieval", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 38, No. 1, p159-171, Jan. 2016.

[40]  Zhen Liu, Houqiang Li, Wengang Zhou, Ting Rui, Qi Tian, “Making Residual Vector Distribution Uniform for Distinctive Image Representation”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 26, No. 2, p375-384, Feb. 2016.

[41]  Jinlei Zhang, Bin Li, Houqiang Li, “An Efficient Fast Mode Decision Method for Inter Prediction in HEVC”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 26, No. 8, p1502-1515, 2016.

[42]  Xingyang Cai, Wengang Zhou, Lei Wu, Jiebo Luo, Houqiang Li, “Effective Active Skeleton Representation for Low Latency Human Action Recognition”, IEEE Transactions on Multimedia, Vol. 18, No. 2, p141-154, Feb. 2016.

[43]  Qingbo Lu, Wengang Zhou, Lu Fang, Houqiang Li, “Robust Blur Kernel Estimation for License Plate Images from Fast Moving Vehicles”, IEEE Transactions on Image Processing, Vol. 25, No. 5, p2311-2323, May 2016.

[44]  Li Li, Bin Li, Dong Liu, Houqiang Li , “λ-domain Rate Control Algorithm for HEVC Scalable Extension”, IEEE Transactions on Multimedia, Vol. 18, No. 10, p2023 – 2039, Oct. 2016.

[45]  Lei Yu, Houqiang Li, Weiping Li, Comments on “Approximate Characterizations for the Gaussian Source Broadcast Distortion Region”, IEEE Transactions on Information Theory , Vol. 62, No. 10, p5966 – 5969, Oct. 2016.

[46]  Jin Zeng, Lu Fang, Jiahao Pang, Houqiang Li, Feng Wu, “Subpixel Image Quality Assessment Syncretizing Local Subpixel and Global Pixel Features”, IEEE Transactions on Image Processing, Vol. 25, No. 12, p5841 - 5856, 2016.

[47]  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.

[48]  Dong Zhang, Houqiang Li, Chang Wen Chen, “Robust Transmission of Scalable Video Coding Bitstream over Heterogeneous Networks”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 25, No. 2, p300-313, Feb. 2015.

[49]  Wengang Zhou, Houqiang Li, Richang Hong, Yijuan Lu, Qi Tian, “BSIFT: Toward Data-Independent Codebook for Large Scale Image Search”, IEEE Transactions on Image Processing, Vol. 24, No. 3, p967-979, Mar. 2015.

[50]  Lei Yu, Houqiang Li, Weiping Li, “Wireless Cooperative Video Coding Using a Hybrid Digital-Analog Scheme”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 25, No. 3, p436-450, Mar. 2015.

[51]  Zhen Liu, Houqiang Li, Wengang Zhou, Richang Hong, Qi Tian, “Uniting Keypoints: Local Visual Information Fusion for Large-Scale Image Search”, IEEE Transactions on Multimedia, Vol. 17, No. 4, p538-548, April 2015.

[52]  Jinlei Zhang, Houqiang Li, Chang Wen Chen, “Distributed Lossless Coding Techniques for Hyperspectral Images”, IEEE Journal of Selected Topics in Signal Processing, Vol. 9, No. 6, p977-989, Sept. 2015.

[53]  Ao Tang, Ke Lu, Yufei Wang, Jie Huang, Houqiang Li, “A Real-time Hand Posture Recognition System Using Deep Neural Networks”, ACM Transactions on Intelligent Systems and Technology, Vol. 6, No. 2, Article 21, March 2015.

[54]  Shaoyan Sun, Wengang Zhou, Qi Tian, Houqiang Li, “Scalable Object Retrieval with Compact Image Representation from Generic Object Regions”, ACM Transactions on Multimedia Computing, Communications and Applications (ACM TOMCCAP), Vol. 12, No. 2, Article 29, Oct. 2015.

[55]  Lei Yu, Houqiang Li, Weiping Li, “Wireless Scalable Video Coding Using a Hybrid Digital-Analog Scheme”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 24, No. 2, p331-345, Feb. 2014.

[56]  Zhen Liu, Houqiang Li, Wengang Zhou, Ruizhen Zhao, Qi Tian, “Contextual Hashing for Large-Scale Image Search”, IEEE Transactions on Image Processing, Vol. 23, No. 4, p1606-1614, April 2014.

[57]  Wengang Zhou, Ming Yang, Houqiang Li, Xiaoyu Wang, Yuanqing Lin, Qi Tian, “Towards Codebook-Free: Scalable Cascaded Hashing for Mobile Image Search”, IEEE Transactions on Multimedia, Vol. 16, No. 3, p601-611, April 2014.

[58]  Zhen Liu, Houqiang Li, Liyan Zhang, Wengang Zhou, Qi Tian, “Cross-Indexing of Binary SIFT Codes for Large-Scale Image Search”, IEEE Transactions on Image Processing, Vol. 23, No. 5, p2047-2057, May 2014.

[59]  Bin Li, Houqiang Li, Li Li, Jinlei Zhang, “Lambda Domain Rate Control Algorithm for High Efficiency Video Coding”, IEEE Transactions on Image Processing, Vol. 23, N. 9, p3841-3854, Sept. 2014.

[60]  Qian Li, Houqiang Li, Zhenbo Lu, Qingbo Lu, Weiping Li, “Denoising of Hyperspectral Images Employing Two-Phase Matrix Decomposition”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 7, No. 9, p3742-3754, Sept. 2014.

[61]  Houqiang Li, Yang Wang, Tao Mei, Jingdong Wang, Shipeng Li, “Interactive Multimodal Visual Search on Mobile Device”, IEEE Transactions on Multimedia, Vol. 15, No. 3, p594-607, April 2013.

[62]  Zhangyang Wang, Houqiang Li, Qing Ling, Weiping Li, “Robust Temporal-Spatial Decomposition and Its Applications in Video Processing”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 23, No. 3, p387-400, March 2013.

[63]  Wengang Zhou, Houqiang Li, Yijuan Lu, Qi Tian, "SIFT Match Verification by Geometric Coding for Large Scale Partial-duplicate Web Image Search", ACM Transactions on Multimedia Computing, Communications and Applications (ACM TOMCCAP), Vol. 9, No. 1, Article 4, p1-18, Feb. 2013.

[64]  Zhefei Yu, Houqiang Li, Zhangyang Wang, Zeng Hu, Chang Wen Chen, “Multi-level Video Frame Interpolation: Exploiting the Interaction Among Different Levels”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 23, No. 7, p1235-1248, July 2013.

[65]  Houqiang Li, Zhenbo Lu, Zhangyang Wang, Qing Ling, Weiping Li, “Detection of Blotch and Scratch in Video Based on Video Decomposition”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 23, No. 11, p1887-1900, Nov. 2013.

[66]  Miska M. Hannuksela, Dmytro Rusanovskyy, Wenyi Su, Lulu Chen, Ri Li, Payman Aflaki, Deyan Lan, Michal Joachimiak, Houqiang Li, Moncef Gabbouj, “Multiview-Video-Plus -Depth Coding Based on the Advanced Video Coding Standard”, IEEE Transactions on Image Processing, Vol. 22, No. 9, p3449-3458, Sept. 2013.

[67]  Lu Fang , Oscar C. Au, Ngai-Man Cheung, A. K. Katsaggelos, Houqiang Li, Feng Zou, “Luma-chroma Space Filter Design for Subpixel-based Monochrome Image Downsampling”, IEEE Transactions on Image Processing, Vol. 22, No. 10, p3818-3829, Oct. 2013.

[68]  Heng Liu, Tao Mei, Jiebo Luo, Houqiang Li, Shipeng Li, "Robust and Accurate Mobile Visual Localization and Its Applications", ACM Transactions on Multimedia Computing, Communications, and Applications (ACM TOMCCAP), Vol. 9, No. 1s, Article 51, Oct. 2013.

[69]  Wengang Zhou, Houqiang Li, Yijuan Lu, Qi Tian, “Principal Visual Word Discovery for Automatic License Plate Detection”, IEEE Transactions on Image Processing, Vol. 21, No. 9, p4269-4279, Sept. 2012.

[70]  Houqiang Li, Bin Li, Jizheng Xu, “Rate-Distortion Optimized Reference Picture Management for High Efficiency Video Coding”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 22, No. 12, Dec. 2012.

[71]  Peng Zhang, Houqiang Li, Honghui Wang, Stephen Wong, Xiaobo Zhou, “Peak Tree: A New Tool for Multi-scale Hierarchical Representation and Peak Detection of Mass Spectrometry Data”, IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 8, No. 4, p1054-1066, July 2011.

[72]  Wengang Zhou, Qi Tian, Yijuan Lu, Linjun Yang, Houqiang Li, “Latent Visual Context Learning for Web Image Applications”, Pattern Recognition, Vol. 44, Issue 10, p2263-2273, Oct. 2011.

[73]  Shiliang Zhang, Qi Tian, Gang Hua, Wengang Zhou, Qingming Huang, Houqiang Li, Wen Gao, “Modeling Spatial and Semantic Cues for Large-Scale Near-Duplicated Image Retrieval”, Computer Vision and Image Understanding, Vol. 115, Issue 3, p403-414, March 2011.

[74]  Chunbo Zhu, Y.-K. Wang, M.M. Hannuksela, Houqiang Li, “Error Resilient Video Coding Using Redundant Pictures,” IEEE Transactions on Circuits and Systems for Video Technology, Vol. 19, No, 1, p3-14, Jan. 2009.

[75]  Yi Guo, Ying Chen, Ye-Kui Wang, Houqiang Li, Miska M. Hannuksela, Moncef Gabbouj, “Error Resilient Coding and Error Concealment in Scalable Video Coding”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 19, No. 6, p781-795, Jun. 2009.

[76]  Qiu Shen, Yi Guo, Houqiang Li, and Feng Wu, “Intermediate Description for Multiple Video Adaptation”, IEEE Transactions on Consumer Electronics, Vol.55, No. 2, p919-926, May 2009.

[77]  Yan Chen, Yang Hu, Oscar C. Au, Houqiang Li, Chang Wen Chen, “Video Error Concealment Using Spatio-Temporal Boundary Matching and Partial Differential Equation”, IEEE Transactions on Multimedia, Vol. 10, Issue 1, p2-15, Jan. 2008.

[78]  Cheng Chen, Houqiang Li, Xiaobo Zhou, Stephen Wong, “Constraint Factor Graph Cut based Active Contour Method for Automated Cellular Image Segmentation in RNAi Screening”, Journal of Microscopy, Vol. 230, Issue 2, p177-191, May 2008.

[79]  Hui Liu, Ye-Kui Wang, Houqiang Li, “A Comparison between SVC and Transcoding”, IEEE Transactions on Consumer Electronics, Vol. 54, Issue 3, p1439-1446, Aug. 2008.

[80]  Houqiang Li, Yi Wang, Chang Wen Chen, “An Attention-Information-based Spatial Adaptation Framework for Browsing Videos via Mobile Devices”, EURASIP Journal on Advances in Signal Processing, Volume 2007 (2007), Article ID 25415.

[81]  Wenpeng Ding, Feng Wu, Xiaolin Wu, Shipeng Li, Houqiang Li, “Adaptive Directional Lifting-based Wavelet Transform for Image Coding”, IEEE Transactions on Image Processing, Vol. 16, No. 2, p416-427, Feb. 2007.

[82]  Xiaodong Yang, Houqiang Li, Xiaobo Zhou, “Nuclei Segmentation Using Marker-controlled Watershed, Tracking Using Mean-shift and Kalman Filter in Time-Lapse Microscopy”, IEEE Transactions on Circuit and Systems I, Vol. 53, No. 11, p2405-2414, Nov. 2006.

会议论文:

[1]    Jiayu Wang, Wengang Zhou, Guo-Jun Qi, Zhongqian Fu, Qi Tian, Houqiang Li, "Transformation GAN for Unsupervised Image Synthesis and Representation Learning", 2020 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, WA, USA, June 14-19, 2020.

[2]    Jianping Lin, Dong Liu, Houqiang Li, Feng Wu, "M-LVC: Multiple Frames Prediction for Learned Video Compression", 2020 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, WA, USA, June 14-19, 2020.

[3]    Ning Wang, Wengang Zhou, Guo-Jun Qi, Houqiang Li, "POST: POlicy-based Switch Tracking", The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), New York, New York, USA, Feb. 7-12, 2020.

[4]    Hao Zhou, Wengang Zhou, Yun Zhou, Houqiang Li, "Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition", The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), New York, New York, USA, Feb. 7-12, 2020.

[5]    Xingze Li, Wengang Zhou, Yun Zhou, Houqiang Li, "Relation-Guided Spatial Attention and Temporal Refinement for Video-based Person Re-Identification", The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), New York, New York, USA, Feb. 7-12, 2020.

[6]    Chenyi Lei, Lei Wu, Dong Liu, Zhao Li, Guoxin Wang, Haihong Tang, Houqiang Li, "Multi-Question Learning for Visual Question Answering",  The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), New York, New York, USA, Feb. 7-12, 2020.

[7]    Peiquan Sun, Wengang Zhou, Houqiang Li, "Attentive Experience Replay", The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), New York, New York, USA, Feb. 7-12, 2020.

[8]    Qi Zhou, Houqiang Li, Jie Wang, "Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization", The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), New York, New York, USA, Feb. 7-12, 2020.

[9]    Yiheng Liu, Zhenxun Yuan, Wengang Zhou, Houqiang Li, “Spatial and Temporal Mutual Promotion for Video-based Person Re-identification”, The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), Honolulu, Hawaii, USA, Jan. 27-Feb. 1, 2019.

[10]  Jiwei Yang, Xu Shen, Jun Xing, Xinmei Tian, Houqiang Li, Bing Deng, Jianqiang Huang, Xian-sheng Hua, “Quantization Networks”, 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA, USA, June 16-20, 2019.

[11]  Junfu Pu, Wengang Zhou, Houqiang Li, “Iterative Alignment Network for Continuous Sign Language Recognition”, 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA, USA, June 16-20, 2019..

[12]  Ning Wang, Yibing Song, Chao Ma, Wengang  Zhou, Wei Liu, Houqiang Li, “Unsupervised Deep Tracking”, 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA, USA, June 16-20, 2019.

[13]  Jiajun Deng, Yingwei Pan, Ting Yao, Wengang Zhou, Houqiang Li, Tao Mei, "Relation Distillation Networks for Video Object Detection", 2019 International Conference on Computer Vision (ICCV 2019), Seoul, Korea, Oct. 27-Nov. 2, 2019.

[14]  Dong Li, Ting Yao, Zhaofan Qiu, Houqiang Li, Tao Mei, "Long Short-Term Relation Networks for Video Action Detection", ACM International Conference on Multimedia (MM 2019), Nice, France, Oct. 21–25, 2019.

[15]  Ning Wang, Wengang Zhou, Qi Tian, Richang Hong, Meng Wang, Houqiang Li, “Multi-Cue Correlation Filters for Robust Visual Tracking”, 31th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, Utah, USA, June 18-22, 2018.

[16]  Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua, "Towards Open-Set Identity Preserving Face Synthesis", 31th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, Utah, USA, June 18-22, 2018.

[17]  Yao Zhai, Jingjing Fu, Yan Lu, Houqiang Li, "Feature Selective Networks for Object Detection", 31th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, Utah, USA, June 18-22, 2018.

[18]  Jie Huang, Wengang Zhou, Qilin Zhang, Houqiang Li, Weiping Li, "Video-based Sign Language Recognition without Temporal Segmentation", The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018), New Orleans, Louisiana, USA, Feb. 2-7, 2018.

[19]  Dan Guo, Wengang Zhou, Houqiang Li, Meng Wang, "Hierarchical LSTM for Sign Language Translation", The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018), New Orleans, Louisiana, USA, Feb. 2-7, 2018.

[20]  Junfu Pu, Wengang Zhou, Houqiang Li, “Dilated Convolutional Network with Iterative Optimization for Continuous Sign Language Recognition”, the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), Stockholm, Sweden, July 13-19, 2018.

[21]  Xiaotian Zhu, Wengang Zhou, Houqiang Li, “Improving Deep Neural Network Sparsity through Decorrelation Regularization”, the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), Stockholm, Sweden, July 13-19, 2018.

[22]  Jiayu Wang, Wengang Zhou, Jinhui Tang, Zhongqian Fu, Qi Tian, Houqiang Li, “Unregularized Auto-Encoder with Generative Adversarial Networks for Image Generation”, ACM International Conference on Multimedia (MM 2018), Seoul, Korea, October 22 – 26, 2018.

[23]  Yuanqiang Fang, Wengang Zhou, Yijuan Lu, Jinhui Tang, Qi Tian, Houqiang Li, “Cascaded Feature Augmentation with Diffusion for Image Retrieval”, ACM International Conference on Multimedia (MM 2018), Seoul, Korea, October 22 – 26, 2018.

[24]  Jiwei Yang, Xu Shen, Xinmei Tian, Houqiang Li, Jianqiang Huang, Xian-Sheng Hua, “Local Convolutional Neural Networks for Person Re-Identification”, ACM International Conference on Multimedia (MM 2018), Seoul, Korea, October 22 – 26, 2018.

[25]  Yiding Liu, Siyu Yang, Bin Li, Wengang Zhou, Jizheng Xu, Houqiang Li, Yan Lu, "Affinity Derivation and Graph Merge for Instance Segmentation", 2018 European Conference on Computer Vision (ECCV 2018), Munich, Germany, Sept. 8-14, 2018.

[26]  Yingwei Pan, Ting Yao, Houqiang Li, Tao Mei, “Video Captioning with Transferred Semantic Attributes”, 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, Hawaii, USA, July 21-26, 2017.

[27]  Yingwei Pan, Zhaofan Qiu, Ting Yao, Houqiang Li, Tao Mei, “To Create What You Tell: Generating Videos from Captions”, ACM International Conference on Multimedia (MM 2017), Mountain, CA, USA, Oct. 23-27, 2017.

[28]  Min Wang, Wengang Zhou, Qi Tian, Junfu Pu, Houqiang Li, “Deep Supervised Quantization by Self-Organizing Map”, ACM International Conference on Multimedia (MM 2017), Mountain, CA, USA, Oct. 23-27, 2017.

[29]  Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua, “CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training”, 2017 IEEE International Conference on Computer Vision (ICCV 2017), Venice, Italy, Oct. 22-29, 2017.

[30]  Li Li, Zhu Li, Bin Li, Dong Liu, Houqiang Li, “Pseudo Sequence Based 2-D Hierarchical Coding Structure for Light-Field Image Compression”, 2017 Data Compression Conference (DCC 2017), Cliff Lodge, Snowbird, UT, USA, Apr 4-7, 2017.

[31]  Yingwei Pan, Tao Mei, Ting Yao, Houqiang Li, Yong Rui, “Jointly Modeling Embedding and Translation to Bridge Video and Language,” 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), Las Vegas, USA, June 26-July 1, 2016. (Oral)

[32]  Chenyi Lei, Dong Liu, Weiping Li, Zheng-Jun Zha, Houqiang Li, “Comparative Deep Learning of Hybrid Representations for Image Recommendations,” 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), Las Vegas, USA, June 26-July 1, 2016.

[33]  Yingwei Pan, Yehao Li, Ting Yao, Tao Mei, Houqiang Li, Yong Rui, "Learning Deep Intrinsic Video Representation by Exploring Temporal Coherence and Graph Structure", The 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), New York City, USA, July 9-15, 2016.

[34]  Min Wang, Wengang Zhou, Houqiang Li, Zhengjun Zha, Qi Tian, “Linear Distance Preserving Pseudo-Supervised and Unsupervised Hashing”, ACM International Conference on Multimedia (MM 2016), Amsterdam, The Netherlands, October 15 – 19, 2016.

[35]  Lei Yu, Houqiang Li, Weiping Li, "Distortion bounds for source broadcast over degraded channel", 2016 IEEE International Symposium on Information Theory (ISIT 2016), Barcelona, Spain, July 10-15, 2016.

[36]  Peng Zhang, Wengang Zhou, Lei Wu, Houqiang Li, “SOM: Semantic Obviousness Metric for Image Quality Assessment”, 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston, MA, USA, June 7-12, 2015.

[37]  Ting Yao, Yingwei Pan, Chong-Wah Ngo, Houqiang Li, Tao Mei, “Semi-supervised Domain Adaptation with Subspace Learning for Visual Recognition”, 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston, MA, USA, June 7-12, 2015.

[38]  Yingwei Pan, Ting Yao, Houqiang Li, Chong Wah Ngo, Tao Mei, “Semi-supervised Hashing with Semantic Confidence for Large Scale Visual Search”, The 38th Annual International ACM SIGIR Conference, Santiago, Chile, August 9-13, 2015. (Full Paper).

[39]  Xingyang Cai, Wengang Zhou, Houqiang Li, “Attribute Mining for Scalable 3D Human Action Recognition”, ACM International Conference on Multimedia (MM 2015), Brisbane, Australia, Oct. 26-30, 2015.

[40]  Yingwei Pan, Ting Yao, Tao Mei, Houqiang Li, Chong-Wah Ngo, Yong Rui, “Click-through-based Cross-view Learning for Image Search”, The 37th Annual International ACM SIGIR Conference, Gold Coast, Australia, July 6-11, 2014. (Full Paper)

[41]  Lu Fang, Haifeng Liu, Feng Wu, Xiaoyan Sun, Houqiang Li, “Separable Kernel for Image Deblurring”, 27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), Columbus, Ohio, USA, June 24-27, 2014.

[42]  Yingwei Pan, Ting Yao, Xinmei Tian, Houqiang Li, Chong-Wah Ngo, “Click-through-based Subspace Learning for Image Search”, ACM International Conference on Multimedia (MM 2014), Orlando, Florida, USA, Oct. Nov. 3-7, 2014.

[43]  Junhua Mao, Houqiang Li, Wengang Zhou, Shuicheng Yan, Qi Tian, “Scale Based Region Growing For Scene Text Detection”, ACM International Conference on Multimedia (MM 2013), Barcelona, Spain, Oct. 21-25, 2013. (Full Paper)

[44]  Yingwei Pan, Ting Yao, Kuiyuan Yang, Houqiang Li, Chong-Wah Ngo, Jingdong Wang, Tao Mei, “Image Search by Graph-based Label Propagation with Image Representation from DNN”, ACM International Conference on Multimedia (MM 2013), Barcelona, Spain, Oct. 21-25, 2013.

[45]  Zhen Liu, Houqiang Li, Wengang Zhou, Qi Tian, “Embedding Spatial Context Information into Inverted File for Large-scale Image Retrieval” ACM International Conference on Multimedia (MM 2012), Nara, Japan, Oct. 29-Nov. 2, 2012. (Full Paper)

[46]  Heng Liu, Tao Mei, Jiebo Luo, Houqiang Li, Shipeng Li, “Finding Perfect Rendezvous on the Go: Accurate Mobile Visual Localization and Its Applications to Routing”, ACM International Conference on Multimedia (MM 2012), Nara, Japan, Oct. 29-Nov. 2, 2012. (Full Paper)

[47]  Wengang Zhou, Yijuan Lu, Houqiang Li, Qi Tian, “Scalar Quantization for Large Scale Image Search”, ACM International Conference on Multimedia (MM 2012), Nara, Japan, Oct. 29-Nov. 2, 2012. (Full Paper)

[48]  Wengang Zhou, Houqiang Li, Meng Wang, Yijuan Lu, Qi Tian, "Binary SIFT: Towards Efficient Feature Matching Verification for Image Search", International Conference on Internet Multimedia Computing and Service (ICIMCS'12), Wuhan, China,  Sept. 9-11, 2012. (Best Paper Award)

[49]  Yang Wang, Tao Mei, Jingdong Wang, Houqiang Li, Shipeng Li, “JIGSAW: Interactive Mobile Visual Search with Multimodal Queries”, ACM International Conference on Multimedia (MM 2011), Scottsdale, Arizona, USA, Nov. 28-Dec. 1, 2011. (Full Paper)

[50]  Wengang Zhou, Houqiang Li, Yijuan Lu, Qi Tian, “Large Scale Image Search with Geometric Coding”, ACM International Conference on Multimedia (MM 2011), Scottsdale, Arizona, USA, Nov. 28-Dec. 1, 2011.

[51]  Dong Zhang, Bin Li, Houqiang Li, “Intermedia: system and application for video adaptation”, ACM International Conference on Mobile and Ubiquitous Multimedia (MUM 2011), Beijing, China, Dec. 7–9, 2011. (Best Paper Award)

[52]  Wengang Zhou, Yijuan Lu, Houqiang Li, Yibing Song, and Qi Tian, “Spatial Coding for Large Scale Partial-Duplicate Web Image Search”, ACM International Conference on Multimedia (MM 2010), Firenze, Italy, October 25~29, 2010. (Full Paper)

[53]  Jinrong Zhang, Houqiang Li, Chang Wen Chen, “Progressive Distributed Coding of Multispectral Images”, 5th International Mobile Multimedia Communications Conference (MobiMedia 2009), London, UK, Sept. 7-9, 2009. (Best Student Paper)