李厚强

导师介绍

姓名

李厚强


 
工作单位

中国科学技术大学先进技术研究院/中国科学技术大学信息学院

学位/职称

教授

办公室电话

0551-63601340

Email

lihq@ustc.edu.cn

教育背景

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

研究方向

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

任职经历

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

获得荣誉、奖项

l 2012年 安徽省科学技术奖一等奖(自然科学类) 大规模图像数据处理的理论方法

l 2012年 国际会议最佳论文奖    Visual Communications and Image Processing (IEEE VCIP)

l 2012年 国际会议最佳论文奖  International Conference on Internet Multimedia Computing and Service

l 2011年 国际会议最佳论文奖   The 10th International Conference on Mobile and Ubiquitous Multimedia

主持、参与项目

与主观感知一致的图像视频质量评价方法  2014-2018

与视感知一致的视觉信息编码理论  2015-2019

中国科学院空间信息处理与应用系统技术重点实验室 2013-

多媒体编码与检索  2014-2017

基于云计算的视频智能处理与编码  2013-2016

EI2P技术研究  2013-2016

基于机器学习的下一代视频压缩编码技术研究  2017-

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 2016-2018

论文、著作

1 Wengang Zhou, Houqiang Li, Jian Sun, Qi Tian,”Collaborative Index Embedding for Image Retrieval”, IEEE Trans. Pattern Anal. Mach. Intell.40(5): 1154-1166 (2018)

2 Li Li, Bin Li, Houqiang Li, Chang Wen Chen,”λ-Domain Optimal Bit Allocation Algorithm for High Efficiency Video Coding”.,IEEE Trans. Circuits Syst. Video Techn. 28(1): 130-142 (2018)

3 Jun Xu, Tao Mei, Rui Cai, Houqiang Li, Yong Rui,”Automatic Generation of Social Event Storyboard From Image Click-Through Data”. IEEE Trans. Circuits Syst. Video Techn. 28(1): 242-253 (2018)

4 Min Wang, Wengang Zhou, Qi Tian, Houqiang Li,A General Framework for Linear Distance Preserving Hashing. IEEE Trans. Image Processing27(2): 907-922 (2018)

5 Dan Guo, Wengang Zhou, Houqiang Li, Meng Wang,Online Early-Late Fusion Based on Adaptive HMM for Sign Language Recognition. TOMCCAP14(1): 8:1-8:18 (2018)

6 Shaoyan Sun, Ying Li, Wengang Zhou, Qi Tian, Houqiang Li:Local residual similarity for image re-ranking. Inf. Sci. 417: 143-153 (2017)

7 Li Li, Zhu Li, Bin Li, Dong Liu, Houqiang Li:Pseudo-Sequence-Based 2-D Hierarchical Coding Structure for Light-Field Image Compression. J. Sel. Topics Signal Processing 11(7): 1107-1119 (2017)

1. 8 Zhenbo Lu, Qing Ling, Houqiang Li, Weiping Li:Video restoration based on a novel second   order nonlocal total variation model. Signal Processing 133: 79-96 (2017)

8 Fangdong Chen, Houqiang Li, Li Li, Dong Liu, Feng Wu:Block-Composed Background Reference for High Efficiency Video Coding. IEEE Trans. Circuits Syst. Video Techn. 27(12): 2639-2651 (2017)

9 Lei Yu, Houqiang Li, Weiping Li:Source-Channel Secrecy for Shannon Cipher System. IEEE Trans. Information Theory 63(4): 2596-2622 (2017)

10 Lei Yu, Houqiang Li, Weiping Li:Joint Source-Channel Secrecy Using Uncoded Schemes: Towards Secure Source Broadcast. IEEE Trans. Information Theory 63(11): 7442-7463 (2017)

11 Qingbo Lu, Wengang Zhou, Houqiang Li: A no-reference Image sharpness metric based on structural information using sparse representation. Inf. Sci. 369: 334-346 (2016)

12 Wengang Zhou, Ming Yang, Xiaoyu Wang, Houqiang Li, Yuanqing Lin, Qi Tian: Scalable Feature Matching by Dual Cascaded Scalar Quantization for Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 38(1): 159-171 (2016)

13 Zhen Liu, Houqiang Li, Wengang Zhou, Ting Rui, Qi Tian: Making Residual Vector Distribution Uniform for Distinctive Image Representation. IEEE Trans. Circuits Syst. Video Techn. 26(2): 375-384(2016)

14 Jinlei Zhang, Bin Li, Houqiang Li: An Efficient Fast Mode Decision Method for Inter Prediction in HEVC. IEEE Trans. Circuits Syst. Video Techn. 26(8): 1502-1515 (2016)

15 Qingbo Lu, Wengang Zhou, Lu Fang, Houqiang Li: Robust Blur Kernel Estimation for License Plate Images From Fast Moving Vehicles. IEEE Trans. Image Processing 25(5): 2311-2323 (2016)

16 Jin Zeng, Lu Fang, Jiahao Pang, Houqiang Li, Feng Wu: Subpixel Image Quality Assessment Syncretizing Local Subpixel and Global Pixel Features. IEEE Trans. Image Processing 25(12): 5841-5856 (2016)

17 Lei Yu, Houqiang Li, Weiping Li: Comments on "Approximate Characterizations for the Gaussian Source Broadcast Distortion Region". IEEE Trans. Information Theory62(10): 5966-5969 (2016)

18 Xingyang Cai, Wengang Zhou, Lei Wu, Jiebo Luo, Houqiang Li: Effective Active Skeleton Representation for Low Latency Human Action Recognition. IEEE Trans. Multimedia 18(2): 141-154 (2016)

19 Li Li, Bin Li, Dong Liu, Houqiang Li: λ-Domain Rate Control Algorithm for HEVC Scalable Extension. IEEE Trans. Multimedia 18(10): 2023-2039 (2016)

20 Shaoyan Sun, Wengang Zhou, Qi Tian, Houqiang Li: Scalable Object Retrieval with Compact Image Representation from Generic Object Regions. TOMCCAP 12(2): 29:1-29:21 (2016)

21 Jinlei Zhang, Houqiang Li, Chang Wen Chen: Distributed Lossless Coding Techniques for Hyperspectral Images. J. Sel. Topics Signal Processing 9(6): 977-989 (2015)

22 Wengang Zhou, Houqiang Li, Yijuan Lu, Meng Wang, Qi Tian: Visual word expansion and BSIFT verification for large-scale image search. Multimedia Syst. 21(3): 245-254 (2015)

23 Heng Liu, Houqiang Li, Tao Mei, Jiebo Luo:Accurate sensing of scene geo-context via mobile visual localization. Multimedia Syst. 21(3): 255-265 (2015)

24 Dong Zhang, Houqiang Li, Chang Wen Chen: Robust Transmission of Scalable Video Coding Bitstream Over Heterogeneous Networks. IEEE Trans. Circuits Syst. Video Techn. 25(2): 300-313 (2015)

25 Lei Yu, Houqiang Li, Weiping Li: Wireless Cooperative Video Coding Using a Hybrid Digital-Analog Scheme. IEEE Trans. Circuits Syst. Video Techn. 25(3): 436-450 (2015)

26 Wengang Zhou, Houqiang Li, Richang Hong, Yijuan Lu, Qi Tian: BSIFT: Toward Data-Independent Codebook for Large Scale Image Search. IEEE Trans. Image Processing 24(3): 967-979 (2015)

27 Ao Tang, Ke Lu, Yufei Wang, Jie Huang, Houqiang Li: A Real-Time Hand Posture Recognition System Using Deep Neural Networks. ACM TIST 6(2): 21:1-21:23 (2015)

28 Zhen Liu, Houqiang Li, Wengang Zhou, Richang Hong, Qi Tian:Uniting Keypoints: Local Visual Information Fusion for Large-Scale Image Search. IEEE Trans. Multimedia 17(4): 538-548 (2015)

29 Wengang Zhou, Houqiang Li, Yijuan Lu, Qi Tian: Encoding Spatial Context for Large-Scale Partial-Duplicate Web Image Retrieval. J. Comput. Sci. Technol. 29(5): 837-848 (2014)

30 Ling Shao, Xinbo Gao, Houqiang Li: Image restoration and enhancement: Recent advances and applications. Signal Processing 103: 1-5 (2014)

31 Lei Yu, Houqiang Li, Weiping Li:Wireless Scalable Video Coding Using a Hybrid Digital-Analog Scheme. IEEE Trans. Circuits Syst. Video Techn. 24(2): 331-345 (2014)

32 Zhen Liu, Houqiang Li, Wengang Zhou, Ruizhen Zhao, Qi Tian: Contextual Hashing for Large-Scale Image Search. IEEE Trans. Image Processing 23(4): 1606-1614 (2014)

33 Zhen Liu, Houqiang Li, Liyan Zhang, Wengang Zhou, Qi Tian: Cross-Indexing of Binary SIFT Codes for Large-Scale Image Search. IEEE Trans. Image Processing 23(5): 2047-2057 (2014)

34 Bin Li, Houqiang Li, Li Li, Jinlei Zhang: λ Domain Rate Control Algorithm for High Efficiency Video Coding. IEEE Trans. Image Processing 23(9): 3841-3854 (2014)

35 Wengang Zhou, Ming Yang, Houqiang Li, Xiaoyu Wang, Yuanqing Lin, Qi Tian:Towards Codebook-Free: Scalable Cascaded Hashing for Mobile Image Search. IEEE Trans. Multimedia 16(3): 601-611 (2014)

36 Zhangyang Wang, Houqiang Li, Qing Ling, Weiping Li: Robust Temporal-Spatial Decomposition and Its Applications in Video Processing. IEEE Trans. Circuits Syst. Video Techn. 23(3): 387-400(2013)

37 Zhefei Yu, Houqiang Li, Zhangyang Wang, Zeng Hu, Chang Wen Chen: Multi-Level Video Frame Interpolation: Exploiting the Interaction Among Different Levels. IEEE Trans. Circuits Syst. Video Techn. 23(7): 1235-1248 (2013)

38 Houqiang Li, Zhenbo Lu, Zhangyang Wang, Qing Ling, Weiping Li:Detection of Blotch and Scratch in Video Based on Video Decomposition. IEEE Trans. Circuits Syst. Video Techn. 23(11): 1887-1900 (2013)

39 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 Trans. Image Processing 22(9): 3449-3458 (2013)

40 Lu Fang, Oscar C. Au, Ngai-Man Cheung, Aggelos K. Katsaggelos, Houqiang Li, Feng Zou: Luma-Chroma Space Filter Design for Subpixel-Based Monochrome Image Downsampling. IEEE Trans. Image Processing 22(10): 3818-3829 (2013)

41 Houqiang Li, Yang Wang, Tao Mei, Jingdong Wang, Shipeng Li:Interactive Multimodal Visual Search on Mobile Device. IEEE Trans. Multimedia 15(3): 594-607 (2013)

42 Wengang Zhou, Houqiang Li, Yijuan Lu, Qi Tian:SIFT match verification by geometric coding for large-scale partial-duplicate web image search. TOMCCAP 9(1): 4:1-4:18 (2013)

43 Heng Liu, Tao Mei, Houqiang Li, Jiebo Luo, Shipeng Li:Robust and accurate mobile visual localization and its applications. TOMCCAP 9(1s): 51:1-51:22 (2013)

44 Houqiang Li, Bin Li, Jizheng Xu:Rate-Distortion Optimized Reference Picture Management for High Efficiency Video Coding. IEEE Trans. Circuits Syst. Video Techn. 22(12): 1844-1857 (2012)

45 Wengang Zhou, Houqiang Li, Yijuan Lu, Qi Tian:Principal Visual Word Discovery for Automatic License Plate Detection. IEEE Trans. Image Processing 21(9): 4269-4279 (2012)

46 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 115(3): 403-414 (2011)

47 Wengang Zhou, Qi Tian, Yijuan Lu, Linjun Yang, Houqiang Li:Latent visual context learning for web image applications. Pattern Recognition 44(10-11): 2263-2273 (2011)

48 Peng Zhang, Houqiang Li, Honghui Wang, Stephen T. C. Wong, Xiaobo Zhou:Peak Tree: A New Tool for Multiscale Hierarchical Representation and Peak Detection of Mass Spectrometry Data. IEEE/ACM Trans. Comput. Biology Bioinform. 8(4): 1054-1066 (2011)

49 Roberto Rinaldo, Alberto Signoroni, Raouf Hamzaoui, Bo Yan, Wenjun Zhang, Riccardo Bernardini, Francesco G. B. De Natale, Yi Qian, Rastislav Lukac, Anthony Vetro, Peng Yin, Houqiang Li:Introduction of the TCSVT Associate Editors. IEEE Trans. Circuits Syst. Video Techn. 20(2): 167-171 (2010)

50 Wengang Zhou, Houqiang Li, Xiaobo Zhou:3D neuron dendritic spine detection and dendrite reconstruction. IJCAET 1(4): 516-531 (2009)

51 Qiu Shen, Yi Guo, Houqiang Li, Feng Wu:Intermediate description for multiple video adaptation. IEEE Trans. Consumer Electronics 55(2): 919-926 (2009)

52 Chunbo Zhu, Ye-Kui Wang, Miska M. Hannuksela, Houqiang Li:Error Resilient Video Coding Using Redundant Pictures. IEEE Trans. Circuits Syst. Video Techn. 19(1): 3-14 (2009)

53 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 Trans. Circuits Syst. Video Techn. 19(6): 781-795 (2009)

54 Peng Zhang, Houqiang Li, Xiaobo Zhou, Stephen T. C. Wong:Peak detection using peak tree approach for mass spectrometry data. Int. J. Hybrid Intell. Syst. 5(4): 197-208 (2008)

55 Hui Liu, Ye-Kui Wang, Houqiang Li:A comparison between SVC and transcoding. IEEE Trans. Consumer Electronics 54(3): 1439-1446 (2008)

56 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 Trans. Multimedia 10(1): 2-15 (2008)

57 Houqiang Li, Yi Wang, Chang Wen Chen:An Attention-Information-Based Spatial Adaptation Framework for Browsing Videos via Mobile Devices. EURASIP J. Adv. Sig. Proc. 2007(2007)

58 Wenpeng Ding, Feng Wu, Xiaolin Wu, Shipeng Li, Houqiang Li:Adaptive Directional Lifting-Based Wavelet Transform for Image Coding. IEEE Trans. Image Processing 16(2): 416-427 (2007)

59 Yi Wang, Houqiang Li, Xin Fan, Chang Wen Chen:An Attention Based Spatial Adaptation Scheme for H.264 Videos on Mobiles. IJPRAI 20(4): 565-584 (2006)Xiaodong Yang,