熊红凯 教授
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办公室电话：+86-
办公地点：SEIEE-1-309
电子邮件：xiong-hk@cs.sjtu.edu.cn
实验室：


研究兴趣
教育背景
工作经验
教授课程
论文发表
项目资助
获奖信息
学术服务


多媒体信号处理
编码与通信
计算机视觉
机器学习
生物医学信息处理

2000-2003 上海交通大学/电子工程系 博士

2015-present上海交通大学 ****
2011-present上海交通大学/电子工程系 教授
2011-2012美国加州大学圣地亚哥分校 / 生物医学信息中心 Scientist
2007-2008美国卡内基梅隆大学 / 电机与计算机工程系 Researcher

(1) 信号与系统（本科生课程）
(2) 小波与多媒体信号处理（研究生课程）
(3) 数字图像处理（本科生课程）

Journal:
(1) Wenrui Dai, Yong Li, Junni Zou, Hongkai Xiong, Yuan F. Zheng, “Fully Decomposable Compressive Sampling with Joint Optimization for Multidimensional Sparse Representation”, IEEE Transactions on Signal Processing, vol. 66, no. 3, pp. 603-616, Feb. 2018.
(2) Chenglin Li, Hongkai Xiong, Junni Zou, Dapeng Wu, “Joint Dynamic Rate Control and Transmission Scheduling for Scalable Video Multirate Multicast over Wireless Networks”, IEEE Transactions on Multimedia, vol. 20, no. 2, pp. 361-378, Feb. 2018.
(3) Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, Pascal Frossard, “QoE-Driven Mobile Edge Caching Placement for Adaptive Video Streaming”, IEEE Transactions on Multimedia, vol. 20, no. 4, pp. 965-984, Apr. 2018.
(4) Xiaopeng Zhang, Hongkai Xiong, W. Lin, Q. Tian, “Weak to Strong Detector Learning for Simultaneous Classification and Localization”, accepted by IEEE Transactions on Circuits and Systems for Video Technology, 2018.
(5) Chenglin Li, Toni Laura, Junni Zou, Hongkai Xiong, Frossard Pascal, “Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming”, IEEE Transactions on Circuits and Systems for Video Technology, 2018.
(6) Botao Wang; Junni Zou, Yong Li, Kuanyu Ju, Hongkai Xiong; Y. F. Zheng, “Sparse-to-Dense Depth Estimation in Videos via High-Dimensional Tensor Voting”, accepted by IEEE Transactions on Circuits and Systems for Video Technology, 2018.
(7) Yong Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Y. F. Zheng, “Structured Sparse Representation with Union of Data-driven Linear and Multi-Linear Subspaces Model for Compressive Video Sampling”, IEEE Transactions on Signal Processing, vol. 65, no. 19, pp. 5062-5077, Oct. 2017.
(8) Xiaopeng Zhang, Hongkai Xiong, W. Zhou, W. Lin, Q. Tian, “Picking Neural Activations for Fine-grained Recognition”, IEEE Transactions on Multimedia, vol. 19, no. 12, pp. 2736-2750, Dec. 2017.
(9) Wenrui Dai, Yangmei Shen, Hongkai Xiong, Xiaoqian Jiang, Junni Zou, David Taubman, “Progressive Dictionary Learning with Hierarchical Predictive Structure for Scalable Video Coding”, IEEE Transactions on Image Processing, vol. 26, no. 6, pp. 2972-2987, June 2017.
(10) Botao Wang; Zhihui Fu; Hongkai Xiong; Y. F. Zheng, “Transductive Video Segmentation on Tree-Structured Model”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 5, pp. 922-1005, May 2017.
(11) Chuan Wang, Hua Zhang, Liang Yang, Xiaochun Cao, Hongkai Xiong, “Multiple Semantic Matching on Augmented N-partite Graph for Object Co-segmentation”, IEEE Transactions on Image Processing, vol. 26, no. 12, pp. 5825-5839, Dec. 2017.
(12) Botao Wang, Hongkai Xiong, Weiyao Lin, Junni Zou, Yuan F. Zheng, "Multitask Learning of Compact Semantic Codebooks for Context-aware Scene Modeling", IEEE Transactions on Image Processing, vol. 25, no. 11, pp. 5411-5426, Nov. 2016.
(13) Wenrui Dai, Yangmei Shen, Xin Tang, J. Zou, Hongkai Xiong, C. W. Chen, "Sparse Representation with Spatio-Temporal Online Dictionary Learning for Efficient Video Coding", IEEE Transactions on Image Processing, vol. 25, no. 10, pp. 4580-4595, Oct. 2016.
(14) Botao Wang, D. Lin, Hongkai Xiong, Y. F. Zheng, “Joint Inference of Objects and Scenes with Efficient Learning of Text-Object-Scene Relations”, IEEE Transactions on Multimedia, vol. 18, no. 3, pp. 507-520, Mar. 2016.
(15) Xiaopeng Zhang, Hongkai Xiong, W. Zhou, Q. Tian, “Fused One-vs-All Features with Semantic Alignments for Fine-Grained Visual Categorization”, IEEE Transactions on Image Processing, vol. 25, no. 2, pp. 878-891, Feb. 2016.
(16) Wenrui Dai, Hongkai Xiong, J. Wang, S. Cheng, Y. F. Zheng, “Generalized Context Modeling with Multi-Directional Structuring and MDL-based Model Selection for Heterogeneous Data Compression”, IEEE Transactions on Signal Processing, vol. 63, no. 2, November 1, pp. 5650-5664, Nov. 2015.
(17) J. Zou, Q. Wu, Hongkai Xiong, C. W. Chen, "Dynamic Spectrum Access and Power Allocation for Cooperative Cognitive Radio Networks", IEEE Transactions on Signal Processing, vol. 63, no. 2, pp. 5650-5664, Nov. 2015.
(18) S. Wang, Yuchen Zhang, Wenrui Dai, K. Lauter, M. Kim, Y. Tang, Hongkai Xiong, and X. Jiang, “HEALER: Homomorphic computation of ExAct Logistic rEgRes-sion for secure rare disease variants analysis in GWAS”, Bioinformatics, vol. 32, no. 2, pp. 211-218, 2016.
(19) Yong Li, X. Jiang, S. Wang, Hongkai Xiong, L. Ohno-Machado, “VERTIcal Grid lOgistic regression (VERTIGO)”, Journal of the American Medical Informatics Association, 2016.
(20) Yuchen Zhang,Wenrui Dai, X. Jiang, Hongkai Xiong, S. Wang,“FORESEE: Fully Outsourced secuRe gEnome Study basEd on homomorphic Encryption", BMC Medical Informatics and Decision Making, 2015.
(21) Chenglin Li, Hongkai Xiong, Dapeng Wu, “Delay-Rate-Distortion Optimized Rate Control for End-to-end Video Communication over Wireless Channels”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 10, pp. 1665-1681, Oct. 2015.
(22) Botao Wang, Hongkai Xiong, Jiang X, Y. F. Zheng, "Data-driven Hierarchical Structure Kernel for Multiscale Part Based Object Recognition", IEEE Transactions on Image Processing,vol. 23, no. 4, pp. 1765-1778, Apr. 2014.
(23) Wenrui Dai, Hongkai Xiong, Jia Wang, Y. F. Zheng. “Large Discriminative Structured Set Prediction Modeling With Max-Margin Markov Network for Lossless Image Coding,” IEEE Transactions on Image Processing,vol. 23, no. 2, pp. 541-554, Feb. 2014.
(24) Li Chenglin, Wu Dapeng, Hongkai Xiong, “Delay-Power-Rate-Distortion Model for Wireless Video Communication Under Delay and Energy Constraints”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 7, pp. 1170-1183, July 2014.
(25) B. Wang, Hongkai Xiong, Z. Ren, C. W. Chen, “Deformable Shape Preserving Video Retargeting with Salient Curve Matching”, IEEE Journal on Emerging and Selected topics in Circuits and Systems, vol. 4, no. 1, pp. 82-94, Jan. 2014.
(26) Junni Zou, Q. Wu, Hongkai Xiong, C. W. Chen, “Joint Spectrum and Power Auction with Multi-Auctioneer and Multi-Bidder in Coded Cooperative Cognitive Radio Networks”, IEEE Transactions on Wireless Communication, vol. 13, no. 10, pp. 5768-5780, Oct. 2014.
(27) W. Dai, Hongkai Xiong, X. Jiang, C. W. Chen, “Structured Set Intra Prediction with Discriminative Learning in Max-Margin Markov Network for High Efficiency Video Coding”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 23, no. 11, pp. 1941-1956, Nov. 2013.
(28)Hongkai Xiong, Pan Z, Ye X, Chen C. W. “Sparse Spatio-Temporal Representation with Adaptive Regularized Dictionary Learning for Low Bit-Rate Video Coding,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 23, no. 4, pp. 710-728, Apr. 2013.
(29)Hongkai Xiong, Zheng D, Zhu Q, Wang B, Zheng Y. F. “A Structured Learning-Based Graph Matching Method For Tracking Dynamic Multiple Objects,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 23, no. 3, pp. 534-548, Mar. 2013.
(30) J. Zou, Hongkai Xiong, D. Wang, C. W. Chen, “Optimal Power Allocation for Hybrid Overlay/Underlay Spectrum Sharing in Multiband Cognitive Radio Networks”, IEEE Transactions on Vehicular Technology, vol. 62, no. 4, pp. 1827-1837, May 2013.
(31) P. Li, X. Jiang, S. Wang, J. Kim, Hongkai Xiong, Lucila Ohno-Machado. “HUGO: Hierarchical mUlti-reference Genome cOmpression For Aligned Reads”, Journal of the American Medical Informatics Association, doi:10.1136/amiajnl-2013-002147, vol. 23, Mar. 2014.
(32) P. Li, S. Wang, J. Kim, Hongkai Xiong, L. Ohno-Machado, X. Jiang, “DNA-COMPACT: DNA COMpression Based on A Permutation-Allocated Contextual Targeting Approach”, PLoS ONE, 8(11): e80377. doi:10.1371/journal.pone.**, Nov. 2013. http://dx.plos.org/10.1371/journal.pone.**, 2013.
(33) C. Li, Hongkai Xiong, J. Zou, C. W. Chen, “Distributed Robust Optimization for Scalable Video Multi-Rate Multicast over Wireless Networks”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. 6, pp. 943-957, Jun. 2012.
(34)Hongkai Xiong, L. Zhu, N. Ma, Y. Zheng, “Scalable Video Compression Framework with Adaptive Orientational Multiresolution Transform and Nonuniform Directional Filterbank Design”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 8, pp. 1085-1099, Aug. 2011.
(35)Hongkai Xiong, Y. Xu, Y. Zheng, C. W. Chen, “Priority Belief Propagation based Inpainting Prediction with Tensor Voting Projected Structure in Video Compression,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 8, pp. 1115-1129, Aug. 2011.
(36) Y. Zhang, Hongkai Xiong, Z. He, S. Yu, C. W. Chen, “Reconstruction for Distributed Video Coding: A Context-Adaptive Markov Random Field Approach”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 8, pp. 1100-1114, Aug. 2011.
(37) C. Li, Hongkai Xiong, J. Zou, Z. He, “Joint Source and Flow Optimization for Scalable Video Multi-rate Multicast over Hybrid Wired/Wireless Coded Networks”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 5, pp. 550-564, May 2011.
(38) Y. Zhang, Hongkai Xiong, Z. He, S. Yu, C. W. Chen, " An Error Resilient Video Coding Scheme Using Embedded Wyner–Ziv Description With Decoder Side Non-Stationary Distortion Modeling," IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 4, pp. 498-512, Apr. 2011.
(39) J. Zou, Hongkai Xiong, C. Li, L. Song, Z. He, T. Chen, “Prioritized Flow Optimization with Multi-Path and Network Coding Based Routing for Scalable Multirate Multicasting,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 3, pp. 259-273, Mar. 2011.
(40) J. Zou, Hongkai Xiong, C. Li, R. Zhang, Z. He, “Lifetime and Distortion Optimization with Joint Source/Channel Rate Adaptation and Network Coding Based Error-Control in Wireless Video Sensor Networks,” IEEE Transactions on Vehicular Technology, vol. 60, no. 3, pp. 1182-1194, Mar. 2011.
(41) C. Li, J. Zou, Hongkai Xiong, C. W. Chen, “Joint Coding/Routing Optimization for Distributed Video Sources in Wireless Visual Sensor Networks,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 2, pp. 141-155, Feb. 2011.
(42)Hongkai Xiong, H. Lv, Y. Zhang, L. Song, Z. He, T. Chen, “Subgraphs Matching-Based Side Information Generation for Distributed Multiview Video Coding,” EURASIP Journal on Advances in Signal Processing, vol. 2009, Article ID 386795, doi:10.1155/2009/386795, 17 pages, 2009.
(43) K. Zhang, Hongkai Xiong, X. Zhou, L. Yang, Y. Wang, S. Wong, “A Confident Scale-Space Shape Representation Framework for Cell Migration Detection,” Journal of Microscopy-Oxford, vol. 231, no. 3, pp. 395-407, Aug. 2008.
(44) D. Zhang, W. Zhang, J. Xu, F. Wu, Hongkai Xiong, “A Cross-resolution Leaky Prediction Scheme for In-band Wavelet Video Coding with Spatial Scalability,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 18, no. 4, pp. 516-521, Apr. 2008.
(45) Z. He, Hongkai Xiong, “Transmission Distortion Analysis for Real-Time Video Encoding and Streaming over Wireless Networks,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 16, no. 9, pp. 1051-1062, Sep. 2006.

(1)国家****科学基金（**），多媒体通信，2015-2019
(2) 教育部****（****），信号与信息处理，2016-2021
(3)国家“****”科技创新领军人才，2018-2020
(4)科技部中青年科技创新领军人才，电子与通信技术，2017-2019
(5) 国家自然科学基金重点国际（地区）合作项目（），图像视频大数据的结构化
学习信号处理：理论与技术，2018-2022
(6) 国家自然科学基金-广东联合重点项目（U**），多维数字媒体的稀疏表示、结构化处
理与联合编码，2013-2016
(7) 国家自然科学基金面上项目（**），基于结构化集学习的视频稀疏编码理论与技术，2013-2016(8) 国家自然科学基金重点项目（**），适配网络化视频处理基础理论与实验平台，2007-2010
(9) 国家自然科学基金面上项目（**），非对称视频编解码的多尺度分解重构技术研究，2008-2010
(10) 上海市优秀学术带头人项目（17XD**），视觉信息的结构稀疏表示，2017-2020


熊红凯国家****科技创新领军人才 2018年
熊红凯教育部******** 2016年
熊红凯国家****科学基金获得者 2014年

熊红凯上海市技术发明奖一等奖（排名第1）2017年
熊红凯上海市技术发明奖一等奖（排名第1）2011年

熊红凯科技部创新人才推进计划“中青年科技创新领军人才” 2017年
熊红凯上海市优秀学术带头人2017年
熊红凯宝钢优秀教师奖 2017年
熊红凯中国专利优秀奖 2017年

熊红凯2014年 上海市青年科技英才
熊红凯2013年 上海市曙光****
熊红凯2013年 上海市职工科技创新标兵
熊红凯2012年 国家自然科学基金委创新研究群体成员
熊红凯2009年 教育部“新世纪优秀人才”计划

熊红凯2017年 主持国家自然基金-广东联合重点项目，结题评审“优秀”
熊红凯2011年 主持国家自然基金重点项目，结题评审“优秀”

熊红凯2013年 上海交通大学“SMC-A类”晨星青年****
熊红凯2010年 上海交通大学“SMC-A类”晨星青年****


IEEE Transactions on Circuits and Systems for Video TechnologyAssociate Editor

中国图像图形学学会 理事
中国电子学会青年科学家俱乐部"网络多媒体"专业委员会 主任
中国图像图形学学会 “学术会议和交流委员会”工作委员会 副主任
中国图像图形学学会 "视觉大数据"专业委员会 副主任