个人简介
黄凯奇  男  博导  中国科学院自动化研究所
电子邮件: kqhuang@nlpr.ia.ac.cn
通信地址: 中关村东路95号
邮政编码: 100190

个人介绍

中科院自动化所研究员(二级),博士生导师所,所党委委员,学术委员会委员智能系统与工程研究中心主任。先后获南京理工大学学士和硕士,东南大学通信与信息处理博士学位。是国际模式识别学会会士(IAPR Fellow)、美国电气电子工程师学会(Institute of Electrical and Electronic Engineers)高级会员,计算机学会杰出会员,IEEE北京分会副秘书长(2006-2008),中国图形图像学会视频监控与安全专委会主任,中国人工智能学会智能决策专委会副主任,IEEE SMC认知计算委员会委员。面向国际前沿和国家需求,围绕人工智能开展图像理解、认知决策等理论方法、关键技术研究,在国际权威期刊和重要会议发表论文200余篇,Google Scholar 引用超2万次,多次获得国际/国家学术会议最佳论文,带领团队研发的视频跟踪评测平台(http://got-10k.aitestunion.com)和人机对抗平台(http://turingai.ia.ac.cn)得到学界和业界的广泛关注。授权国家发明专利百余项并用于国家重要领域,知识产权转化千万以上,以第一/第二完成人获得包括国家科技进步二等奖、中国指挥与控制学会科技进步奖一等奖、中国专利优秀奖在内的多个奖项,担任包括IEEE汇刊等多个国际期刊的副主编和重要国际会议主席和程序委员。获得国家级领军人才、科技部中青年科技创新领军人才、CCF-IEEE CS青年科学家等荣誉。

研究领域

计算机视觉; 模式识别; 人机对抗:认知决策理论、模型及对抗性游戏模型设计 视觉监控应用: 物体检测,跟踪,分类识别以及行为理解关键技术。

教育背景

2001-04--2004-04   东南大学   博士
1998-09--2001-04   南京理工大学   硕士
1994-09--1998-07   南京理工大学   学士
出国学习工作

2004.10-12 英国伦敦大学 Birkbeck学院访问

2015.1-2016.1 英国牛津大学 工程与科学系 访问

工作经历

2004.03-2005.12 中科院自动化所 模式识别国家重点实验室 博士后

2005.12-2010.06 中科院自动化所 模式识别国家重点实验室 副研究员,硕导

2010.07-2011.10 中科院自动化所 模式识别国家重点实验室 副研究员、博导 

2011.11-至今       中科院自动化所 模式识别国家重点实验室 研究员、博导 

2013.07-2018.05 中科院自动化所 智能感知与计算中心 副主任 研究员、博导

2018.05-至今       中科院自动化所 智能系统与工程研究中心 主任 研究员、博导

教授课程

视频处理与分析

专利与奖励

专利

  • 获得52项国家发明专利 
  • 获得23项计算机软件著作权 

奖励

  • 2023年中国指控学会科技进步一等奖(排名第一)
  • 2021年中国图形图像学会自然科学二等奖(排名第一)
  • 2016军队科技进步一等奖(排名第六)
  • 2014年ImageNet大规模物体识别竞赛冠军(额外数据类) 
  • 2011年国家科技进步二等奖(排名第二)
  • 2011年 PASCAL VOC 物体检测项冠军,物体分类项亚军
  • 2010年 PASCAL VOC 物体检测项冠军,物体分类项亚军
  • 2010年北京市发明专利二等奖(排名第二)
  • 2010年中国专利优秀奖(排名第二)
  • 2008年北京科技进步三等奖(排名第二)
  • 2008年北京市科技新星 

奖励信息
(1) 中青年科技创新领军人才, 部委级, 2019
(2) 《计算机学报》优秀论文, , 其他, 2019
(3) 第八届AAAI AIIDE国际星际AI挑战赛国际季军, 三等奖, 其他, 2018
(4) 国际COCO全景分割挑战赛亚军, 二等奖, 其他, 2018
(5) 第十二届中国科学院杰出青年, 院级, 2017
(6) 中国图象图形学会优秀博士学位论文提名奖, , 其他, 2017
(7) 北京图像图形学学会优秀博士论文奖, , 其他, 2017
(8) CCF-IEEE CS青年科学家, 其他, 2016
(9) 军队科技进步一等奖, 一等奖, 部委级, 2015
(10) 青促会优秀会员, 其他, 2015
(11) 国际视觉权威竞赛ImageNet分类冠军(无限制数据), 一等奖, 其他, 2014
(12) 万人计划青年拔尖人才, 部委级, 2014
(13) 中国模式识别大会最佳论文奖, , 其他, 2012
(14) 面向安全监控的图像与视频理解及应用, 二等奖, 国家级, 2011
(15) 国际视觉权威竞赛PASCAL VOC 物体检测项冠军, 一等奖, 其他, 2011
(16) 亚洲模式识别大会最佳学生论文奖, , 其他, 2011
(17) 国际视觉权威竞赛PASCAL VOC 物体检测项冠军, 一等奖, 其他, 2010
(18) 一种基于规则的全天候智能视频分析监控方法, 二等奖, 部委级, 2010
(19) 实时智能视频监控预警系统及应用, 三等奖, 省级, 2008

出版信息

部分期刊论文 

[1] 黄凯奇, 赵鑫, 李乔哲, 胡世宇, 视觉图灵:从人机对抗看计算机视觉下一步发展,图学学报, 2021,42(3):339-348,2021.

[2] 黄凯奇, 兴军亮, 张俊格, 倪晚成, 人机对抗智能技术,中国科学:信息科学, 2020,50(4):540-550(平台网址:http://turingai.ia.ac.cn

[3] 黄凯奇,陈晓棠,康运锋,谭铁牛,智能视频监控技术综述,计算机学报, Vol.38(6),pp:1093-1118,2015(《计算机学报》优秀论文,2015-2019年度)

[4] 黄凯奇,任伟强,谭铁牛, 图像物体分类与检测算法综述;,计算机学报,37(6),pp:1-18,2014,(PPT)

[5] 黄凯奇,谭铁牛视觉认知计算模型综述;,模式识别与人工智能,26(10),pp:951-958, 2013

[6] K. Huang, C. Wang, D. Tao,"High-Order Topology Modeling of Visual Words for Image Classification". IEEE Trans. Image Processing (TIP) 24(11): 3598-3608, 2015

[7] K. Huang, Y.Zhang, T.Tan, "A Discriminative Model of Motion and Cross Ratio for View-invariant Action Recognition", IEEE Transactions on Image Processing (TIP), 21(5):2187-2197, 2012

[8]K. Huang, D.Tao, X.Li, T.Tan,"Biologically Inspired Features for Scene Classification in Video Surveillance", IEEE Transactions on Systems, Man and Cybernetics, Part: B. (T-SMC-B), 41(1), pp: 307-313, Feb. 2011.

[9] K. Huang, D.Tao, X.Li, T.Tan. “View Independent Human Behavior Analysis”, IEEE Transactions on Systems, Man and Cybernetics, Part: B. (T-SMC-B), vol. 39, no. 4, pp: 1028-1035, August 2009.

[10] K. Huang, S. Wang, T. Tan, S.J.Maybank,"Human Behavior Analysis Based on a New Motion Descriptor", IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT).vol.19, no.2, pp:1830-1840, 2009

[11]K. Huang, L.Wang, T.Tan, S.J.Maybank,"A Real-time Detecting Tracking Distant Objects System for Night Surveillance", Pattern Recognition (PR), Volume 41, Issue 1, pp: 432-444, 2008   (video 夜间视频

[12] K. Huang, T. Tan, "Vs-Star: a Visual Interpretation System for Visual Surveillance", Pattern Recognition Letters (PRL), V. 31, Issue 14(15), Pp: 2265-2285, 2010

[13] K. Huang, Q.Wang, Z.Wu."Natural Color Image Enhancement Evaluation Algorithm based on Human Visual System", Computer Vision and Image Understanding (CVIU), 103, pp: 52-63, 2006.

[14] K. Huang, Q.Wang, Z.Wu,"Color Image Denoising with Wavelet Thresholding based on Human Visual System Model", Signal Processing: Image Communication(SP:IC), Vol. 20 ( 2). pp: 115-127, 2005.

[15] K. Huang, Q.Wang, Z.Wu,"Image Enhancement based on the Statistics of Visual Representation", Image and Vision Computing (IVC), V.23, pp: 51-57,2005

[16] W. Ren, K. Huang, D. Tao, T. Tan"Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting." IEEE Trans. Pattern Anal. Mach. Intell (TPAMI). 38(2): 405-416, 2016                     

[17] C.Wang, K.Huang, "How to use Bag-of-Words model better for image classification", Image and Vision Computing (IVC), V.38, June, Pages 65-74, 2015                                                                               

[18] Y. Cheng, X. Zhao, K.Huang, T. Tan, "Semi-supervised learning and feature evaluation for RGBD object recognition",Computer Vision and Image Understanding(CVIU), Volume 139, October, Pages 149-160,2015         

[19] C. Wang, K. Huang, W. Ren, J. Zhang, S. Maybank, &ldquo"Large-Scale Weakly Supervised Object Localization via Latent Category Learning.&ldquo" IEEE Trans. Image Processing(TIP) 24(4): 1371-1385, 2015                                    

[20] Z. Zhang, T. Tan, K. Huang, "An Extended Grammar System for Learning and Recognizing Complex Visual Events", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), V.33 (2),Pp: 240-255,2011 

[21] Z. Liu, K. Huang, T.Tan, "Cast Shadow Removal Using MRF Based on Hierarchical Information", IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 22(1),pp,56-66,2012


部分会议论文 

[1] Kangwei Liu, Junge Zhang, Peipei Yang, Kaiqi Huang,"GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs", The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, pp. 1761-1769
[2]Yanhua Cheng, Rui Cai, Zhiwei Li, Xin Zhao, Kaiqi Huang, Yong Rui,"Query Adaptive Similarity Measure for RGB-D Object Recognition",The IEEE International Conference on Computer Vision(ICCV), 2015.
[3] Lianrui Fu, Junge Zhang, Kaiqi Huang,"Beyond Tree Structure Models: A New Occlusion Aware Graphical Model for Human Pose Estimation",The IEEE International Conference on Computer Vision(ICCV), 2015.
[4] Kangwei Liu, Junge Zhang, Kaiqi Huang and Tieniu Tan, “Deformable Object Matching via Deformation Decomposition based 2D Label MRF”, In IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2014.
[5]Chong Wang, Weiqiang Ren, Kaiqi Huang, Tieniu Tan, "Weakly Supervised Object Localization with Latent Category Learning,",ECCV 2014. 
[6]C. Wang, J. Zhang, P. Yang, and K. Huang, “Robust Object Recognition via Visual Pathway Feedback,” accepted by ICPR, 2014(Oral)
[7] Weihua Chen,Lijun Cao,Xiaotang Cheng, Kaiqi Huang," A novel solution for multi-camera object tracking", ICIP2014,(muit-camera tracking database: http://mct.idealtest.org/.)
[8] Xiaotang Chen, Huang Kaiqi, Tieniu Tan," Learning the Three Factors of A Non-Overlapping Multi-Camera Network Topology",Chinese Conference on Pattern Recognition (CCPR2012) (The Elsevier Best Paper Awards),2012,
[9] Junge Zhang, Huang Kaiqi, Tieniu Tan,”Semantic Windows Mining in Sliding Window Based Object Detection”, ICPR 2012 (Oral)
[10] Y.Huang, Kaiqi Huang, T.Tan, ”Salient Coding for Image Classification”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011, 
[11[J.Zhang, Kaiqi Huang, T.Tan, ”Boosted Local Structured HOG-LBP for Object Localization”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011, 
[12] Y.Huang, Kaiqi Huang, T.Tan,” Exploring Relations of Visual Codes for Image Classification”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011, 
[13]X.Zhao,J.Ding,Kaiqi Huang,T.Tan,"Global and Local Traning for Moving Object Classification in Surceillance Oriented Scene.",The First Asian Conference on Pattern Recognition (ACPR2011),Nov.2011(The IAPR Best Student Paer Award)
[14] Min Li, Wei Chen, Kaiqi Huang, Tieniu Tan, “Visual Tracking via Incremental Self-tuning Particle Filtering on the Affine Group,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010. 
[15] Zhang Zhang, Kaiqi Huang, T.Tan. "Multi-Thread Parsing for Recognizing Complex Events in Videos", Proc. of the 10th European Conference on Computer Vision (ECCV), 2008 
[16] Yongzhen Huang, Kaiqi Huang, T.Tan. "Enhanced Biologically Inspired Model", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. 
[17] Zhaoxiang Zhang, Min li, Kaiqi Huang, T.Tan. "Practical Camera Auto-Calibration based on Object Appearance and Motion for Traffic Scene Visual Surveillance ", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. 
[18] Kaiqi Huang, Ls. Wang, Tieniu Tan,"Detecting and Tracking Distant Objects at Night Based on Human Visual System", the 7th Asian Conference on Computer Vision (ACCV), 822-832. 2006. 
[19] Kaiqi Huang, Qiao Wang, Zhen-yang Wu, "Color image enhancement and evaluation algorithm based on human visual system", IEEE Proceedings of the International Conference of Speech, Acoustics, Signal Processing (ICASSP), III:721-724, 2004. (Selected among top 15% papers in Image and Video Coding and Quality category, and received an invitation to submit to IEEE Signal Processing Society journals. (Acceptance rate: 15%*50% = 7.5%) 

发表论文
[1] YANG YU, Yin, Qiyue, 张俊格, Huang, Kaiqi. ADMN: Agent-Driven Modular Network for Dynamic Parameter Sharing in Cooperative Multi-Agent Reinforcement Learning. IJCAI. 2024, 第 4 作者null(null): 
[2] 陈皓, 杨立昆, 尹奇跃, 黄凯奇. 面向Ad-Hoc协作的局部观测重建方法. 中国科学院大学学报[J]. 2024, 第 4 作者41(1): 117-126, http://journal.ucas.ac.cn/CN/10.7523/j.ucas.2022.028.
[3] Pei Xu, 张俊格, Kaiqi Huang. Population-Based Diverse Exploration for Sparse-Reward Multi-Agent Tasks. IJCAI. 2024, 第 3 作者null(null): 
[4] 杨光开, 陈皓, 张茗奕, 尹奇跃, 黄凯奇. 基于不确定度的多智能体信用分配方法. 中国科学院大学学报(中英文)[J]. 2024, 第 5 作者41(2): 231-240, http://lib.cqvip.com/Qikan/Article/Detail?id=7111532957.
[5] Dailing Zhang, Shiyu Hu, Xiaokun Feng, Xuchen Li, Meiqi Wu, Jing Zhang, Kaiqi Huang. Beyond Accuracy: Tracking more like Human via Visual Search. NeurIPS. 2024, 第 7 作者null(null): 
[6] Honghao Chen, Xiangxiang Chu, Yongjian Ren, Xin Zhao, Kaiqi Huang. PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution. CVPR. 2024, 第 5 作者  通讯作者  null(null): 
[7] Honghao Chen, Xiangwen Kong, Xiangyu Zhang, Xin Zhao, Kaiqi Huang. DDAE: Towards Deep Dynamic Vision BERT Pretraining. AAAI. 2024, 第 5 作者  通讯作者  null(null): 
[8] Feng Xiaokun, Li Xuchen, Hu Shiyu, Zhang Dailing, Wu Meiqi, Chen Xiaotang, Huang Kaiqi. MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts. NeurIPS. 2024, 第 7 作者  通讯作者  null(null): 
[9] Xingzhou Lou, 张俊格, Timothy Norman, Kaiqi Huang, Yali Du. TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient. AAAI. 2024, 第 4 作者..
[10] Xingzhou Lou, 张俊格, Ziyan Wang, Kaiqi Huang, Yali Du. Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models. AAMAS. 2024, 第 4 作者..
[11] Shuai Chen, Mingyi Zhang, 张俊格, Kaiqi Huang. Exemplar-based Continual Learning via Contrastive Learning. IEEE Transactions on Artificial Intelligence (TAI)[J]. 2024, 第 4 作者..
[12] Shuai Chen, Mingyi Zhang, 张俊格, Kaiqi Huang. TASK-WISE PROMPT QUERY FUNCTION FOR REHEARSAL-FREE CONTINUAL LEARNING. ICASSP. 2024, 第 4 作者..
[13] Xu, Pei, Zhang, Junge, Yin, Qiyue, Yu, Chao, Yang, Yaodong, Huang, Kaiqi. Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks. AAAI. 2023, 第 6 作者..
[14] 尹奇跃, 赵美静, 倪晚成, 张俊格, 黄凯奇. 兵棋推演的智能决策技术与挑战. 自动化学报[J]. 2023, 第 5 作者49(5): 913-928, ..
[15] Yu, Yang, Yin, Qiyue, Zhang, Junge, Kaiqi Huang. Prioritized Tasks Mining for Multi-Task Cooperative Multi-Agent Reinforcement Learning. AAMAS. 2023, 第 4 作者..
[16] 黄文振, 尹奇跃, 张俊格, 黄凯奇. 基于模型的强化学习中可学习的样本加权机制. 软件学报[J]. 2023, 第 4 作者34(6): 2765-2775, ..
[17] Hu, Shiyu, Zhao, Xin, Huang, Lianghua, Huang, Kaiqi. Global Instance Tracking: Locating Target More Like Humans. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2023, 第 4 作者45(1): 576-592, 
[18] 徐沛, 张俊格, 黄凯奇. Exploration via Joint Policy Diversity for Sparse-Reward Multi-Agent Tasks. IJCAI. 2023, 第 3 作者..
[19] Da Yu, Mingyi Zhang, Mantian Li, Fusheng Zha, 张俊格, Lining Sun, Kaiqi Huang. Contrastive Correlation Preserving Replay for Online Continual Learning. IEEE CSVT. 2023, 第 7 作者..
[20] Xingzhou Lou, 张俊格, Yali Du, Yu, Chao, Zhaofeng He, Kaiqi Huang. Leveraging Joint-action Embedding in Multi-agent Reinforcement Learning for Cooperative Games. TOG[J]. 2023, 第 6 作者
[21] 娄行舟, Jiaxian Guo, 张俊格, Jun Wang, Kaiqi Huang, Yali Du. PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination. AAMAS. 2023, 第 5 作者..
[22] Fei He, Naiyu Gao, Jian Jia, Zhao Xin, Kaiqi Huang. QueryProp: Object Query Propagation for High-Performance Video Object Detection. 36th AAAI Conference on Artificial Intelligence (AAAI)[J]. 2022, 第 5 作者
[23] 杨光开, 陈皓, 张茗奕, 尹奇跃, 黄凯奇. 基于不确定度的多智能体信用分配方法. 中国科学院大学学报[J]. 2022, 第 5 作者
[24] Xu, Pei, Yin, Qiyue, Zhang, Junge, Huang, Kaiqi. Deep Reinforcement Learning With Part-Aware Exploration Bonus in Video Games. IEEE TRANSACTIONS ON GAMES[J]. 2022, 第 4 作者14(4): 644-653, ..
[25] 何飞, 张浩洋, 高乃钰, 贾健, 单言虎, 赵鑫, 黄凯奇. InsPro: Propagating Instance Query and Proposal for Online Video Instance Segmentation. NeurIPS. 2022, 第 7 作者
[26] Yin, Yueqin, Huang, Lianghua, Liu, Yu, Huang, Kaiqi. DiffGAR: Model-Agnostic Restoration from Generative Artifacts Using Image-to-Image Diffusion Models. International Conference on Computer Science and Artificial Intelligence. 2022, 第 4 作者http://arxiv.org/abs/2210.08573.
[27] He, Fei, Li, Qiaozhe, Zhao, Xin, Huang, Kaiqi. Temporal-adaptive sparse feature aggregation for video object detection. PATTERN RECOGNITION[J]. 2022, 第 4 作者127: http://dx.doi.org/10.1016/j.patcog.2022.108587.
[28] Jia, Jian, Gao, Naiyu, He, Fei, Chen, Xiaotang, Huang, Kaiqi. Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition. 36TH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE (AAAI). 2022, 第 5 作者
[29] 陈皓, 杨立昆, 尹奇跃, 黄凯奇. 面向Ad-Hoc协作的局部观测重建方法. 中国科学院大学学报[J]. 2022, 第 4 作者
[30] Chen, Hao, Yang, Guangkai, Zhang, Junge, Yin, Qiyue, Huang, Kaiqi. RACA: Relation-Aware Credit Assignment for Ad-Hoc Cooperation in Multi-Agent Deep Reinforcement Learning. IJCNN. 2022, 第 5 作者http://arxiv.org/abs/2206.01207.
[31] Xingzhou Lou, Qiyue Yin, Junge Zhang, Chao Yu, Zhaofeng He, Nengjie Cheng, Kaiqi Huang. Offline reinforcement learning with representations for actions. INFORMATION SCIENCES[J]. 2022, 第 7 作者610: 746-758, http://dx.doi.org/10.1016/j.ins.2022.08.019.
[32] Gao, Naiyu, He, Fei, Jia, Jian, Shan, Yanhu, Zhang, Haoyang, Zhao, Xin, Huang, Kaiqi. PanopticDepth: A Unified Framework for Depth-aware Panoptic Segmentation. IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2022, 第 7 作者
[33] 杨光开, 陈皓, 张俊格, 尹奇跃, 黄凯奇. Multi-Agent Uncertainty Sharing for Cooperative Multi-Agent Reinforcement Learning. 2022, 第 5 作者
[34] 周雷, 尹奇跃, 黄凯奇. 人机对抗中的博弈学习方法. 计算机学报. 2022, 第 3 作者45(9): 1859-1876, https://d.wanfangdata.com.cn/periodical/jsjxb202209003.
[35] Hu, Shiyu, Zhao, Xin, Huang, Lianghua, Huang, Kaiqi. Global Instance Tracking: Locating Target More Like Humans. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2022, 第 4 作者
[36] Huang, Wenzhen, Yin, Qiyue, Zhang, Junge, Huang, Kaiqi. Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning. AAAI. 2021, 第 4 作者http://arxiv.org/abs/2104.04174.
[37] Gao, Naiyu, Shan, Yanhu, Zhao, Xin, Huang, Kaiqi. Learning Category- and Instance-Aware Pixel Embedding for Fast Panoptic Segmentation. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2021, 第 4 作者30: 6013-6023, http://dx.doi.org/10.1109/TIP.2021.3090522.
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[107] Wang, Yupei, Zhao, Xin, Huang, Kaiqi, IEEE. Deep Crisp Boundaries. 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017). 2017, 第 3 作者1724-1732, 
[108] Chen, Weihua, Chen, Xiaotang, Zhang, Jianguo, Huang, Kaiqi, IEEE. Beyond triplet loss: a deep quadruplet network for person re-identification. 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017). 2017, 第 4 作者1320-1329, 
[109] 谭铁牛, 张俊格, 李亚蓓, 黄凯奇, 程衍华. Semantics-guided Multi-level RGB-D Feature Fusion for Indoor Semantic Segmentation. 2017, 第 4 作者http://ir.ia.ac.cn/handle/173211/19698.
[110] Kaiqi Huang, Jianguo Zhang, Xiaotang Chen, Weihua Chen. Beyond triplet loss: a deep quadruplet network for person re-identification. 2017, 第 1 作者http://arxiv.org/abs/1704.01719.
[111] Kao, Yueying, He, Ran, Huang, Kaiqi, IEEE. AUTOMATIC IMAGE CROPPING WITH AESTHETIC MAP AND GRADIENT ENERGY MAP. 2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP). 2017, 第 3 作者1982-1986, 
[112] Zhang Zhang, Chen Xiaotang, Kaiqi Huang, Dangwei Li, Huang Kaiqi. Learning Deep Context-aware Features over Body and Latent Parts for Person Re-identification. 2017, 第 3 作者http://arxiv.org/abs/1710.06555.
[113] Kao, Yueying, He, Ran, Huang, Kaiqi. Deep Aesthetic Quality Assessment With Semantic Information. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2017, 第 3 作者  通讯作者  26(3): 1482-1495, http://dx.doi.org/10.1109/TIP.2017.2651399.
[114] Jia, Zhen, Zhang, Junge, Huang, Kaiqi, Tan, Tieniu, IEEE. ENCYCLOPEDIA ENHANCED SEMANTIC EMBEDDING FOR ZERO-SHOT LEARNING. 2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2017, 第 3 作者1287-1291, 
[115] Huang, Wenzhen, Yang, Peipei, Huang, Kaiqi, Raghavan, V, Aluru, S, Karypis, G, Miele, L, Wu, X. A Self-Paced Category-Aware Approach For Unsupervised Adaptation Networks. 2017 17TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM). 2017, 第 3 作者919-924, 
[116] Xin Zhao, Tieniu Tan, Kaiqi Huang, Xuecai Hu. Adversarial Learning Based Saliency Detection. PROCEEDINGS 2017 4TH IAPR ASIAN CONFERENCE ON PATTERN RECOGNITION (ACPR). 2017, 第 3 作者256-261, http://dx.doi.org/10.1109/ACPR.2017.103.
[117] Liu, Kangwei, Zhang, Junge, Yang, Peipei, Maybank, Stephen, Huang, Kaiqi. GRMA: Generalized Range Move Algorithms for the Efficient Optimization of MRFs. INTERNATIONAL JOURNAL OF COMPUTER VISION[J]. 2017, 第 5 作者  通讯作者  121(3): 365-390, https://www.webofscience.com/wos/woscc/full-record/WOS:000394270600003.
[118] Huang, Kaiqi, Tan, Tieniu, Maybank, Steve, Chellappa, Rama, Aggarval, Jake. Introduction to the Special Issue on Large-Scale Video Analytics for Enhanced Security: Algorithms and Systems. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS. 2017, 第 1 作者  通讯作者  47(4): 589-592, https://www.webofscience.com/wos/woscc/full-record/WOS:000398966700001.
[119] Chen Weihua, Chen Xiaotang, Zhang Jianguo, Huang Kaiqi, AAAI. A Multi-Task Deep Network for Person Re-Identification. THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE. 2017, 第 4 作者3988-3994, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000485630704006.
[120] Huang Wenzhen, Yang Peipei, Huang Kaiqi. A Self-Paced Category-Aware Approach For Unsupervised Adaptation Networks. 2017, 第 3 作者http://ir.ia.ac.cn/handle/173211/20042.
[121] Cheng, Yanhua, Cai, Rui, Li, Zhiwei, Zhao, Xin, Huang, Kaiqi, IEEE. Locality-Sensitive Deconvolution Networks with Gated Fusion for RGB-D Indoor Semantic Segmentation. 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017). 2017, 第 5 作者1475-1483, 
[122] Li, Dangwei, Chen, Xiaotang, Zhang, Zhang, Huang, Kaiqi, IEEE. Learning Deep Context-aware Features over Body and Latent Parts for Person Re-identification. 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017). 2017, 第 4 作者7398-7407, 
[123] Huang Kaiqi, Zhang Zhang, Zhao Weiqi, Kaiqi Huang. Joint Crowd Detection and Semantic Scene Modeling Using a Gestalt Laws-based Similarity. PROCINTERNATIONALCONFERENCEONIMAGEPROCESSINGICIP2016. 2016, 第 1 作者http://ir.ia.ac.cn/handle/173211/12663.
[124] Jain Deepak Kumar, Zhang Zhang, Huang Kaiqi, Zhang Z, Huang K. Hybrid Patch Based Diagonal Pattern Geometric Appearance Model for Facial Expression Recognition. INTELLIGENT VISUAL SURVEILLANCE (IVS 2016). 2016, 第 3 作者664: 107-113, 
[125] Ding, Jianwei, Huang, Yongzhen, Liu, Wei, Huang, Kaiqi. Severely Blurred Object Tracking by Learning Deep Image Representations. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2016, 第 4 作者  通讯作者  26(2): 319-331, http://dx.doi.org/10.1109/TCSVT.2015.2406231.
[126] Jain Deepak Kumar, Zhang Zhang, Huang Kaiqi, Zhang Z, Huang K. Hybrid Patch Based Diagonal Pattern Geometric Appearance Model for Facial Expression Recognition. INTELLIGENT VISUAL SURVEILLANCE (IVS 2016). 2016, 第 3 作者664: 107-113, 
[127] 张彰, 单言虎, HuangKaiqi, 黄凯奇. 人的视觉行为识别研究回顾、现状及展望. 计算机研究与发展[J]. 2016, 第 3 作者53(1): 93-112, http://lib.cqvip.com/Qikan/Article/Detail?id=667688332.
[128] Huang Kaiqi, Yang Peipei, Zhang Junge, Liu Kangwei, Huang Kaiqi. FastLCD: Fast Label Coordinate Descent for the Efficient Optimization of 2D Label MRFs. INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE. 2016, 第 1 作者http://ir.ia.ac.cn/handle/173211/11830.
[129] Ren, Weiqiang, Huang, Kaiqi, Tao, Dacheng, Tan, Tieniu. Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2016, 第 2 作者  通讯作者  38(2): 405-416, http://dx.doi.org/10.1109/TPAMI.2015.2456908.
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[131] Kaiqi Huang, Qiaozhe Li, Xin Zhao. Learning Temporally Correlated Representations Using Lstms for Visual Tracking. IMAGE PROCESSING (ICIP), 2016 IEEE INTERNATIONAL CONFERENCE ON. 2016, 第 1 作者2381-8549, http://ir.ia.ac.cn/handle/173211/12676.
[132] 黄凯奇, 张俊格, 徐冉. 利用双通道卷积神经网络的图像超分辨率算法. 中国图象图形学报[J]. 2016, 第 1 作者21(5): 556-564, 
[133] Zhang, Zhang, Huang, Kaiqi, Tan, Tieniu, Yang, Peipei, Li, Jun, IEEE. ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering. 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2016, 第 2 作者752-760, 
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[135] Fu Lianrui, Zhang Junge, Huang Kaiqi, IEEE. Mirrored Non-Maximum Suppression for Accurate Object Part Localization. PROCEEDINGS 3RD IAPR ASIAN CONFERENCE ON PATTERN RECOGNITION ACPR 2015. 2015, 第 3 作者51-55, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000389269300011.
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[138] Wang, Chong, Huang, Kaiqi. How to use Bag-of-Words model better for image classification. IMAGE AND VISION COMPUTING[J]. 2015, 第 2 作者  通讯作者  38: 65-74, http://dx.doi.org/10.1016/j.imavis.2014.10.013.
[139] Fu, Lianrui, Zhang, Junge, Huang, Kaiqi, IEEE. Beyond Tree Structure Models: A New Occlusion Aware Graphical Model for Human Pose Estimation. 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV). 2015, 第 3 作者1976-1984, 
[140] 陈晓棠, 黄凯奇, 谭铁牛, 康运锋. 智能视频监控技术综述. 计算机学报[J]. 2015, 第 2 作者38(6): 1093-1118, http://lib.cqvip.com/Qikan/Article/Detail?id=665892774.
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[187] Tieniu Tan, Junge Zhang, Kaiqi Huang. Data Decomposition and Spatial Mixture Modeling for Part based Model. SPRINGER BERLIN HEIDELBERG,2012. 2012, 第 3 作者123-137, http://ir.ia.ac.cn/handle/173211/12692.
[188] Huang Yongzhen, Zhang Junge, Zhao Xin, Huang Kaiqi, Tan Tieniu. Semantic Windows Mining in Sliding Window Based Object Detection. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR). 2012, 第 4 作者3264-3267, http://ir.ia.ac.cn/handle/173211/5406.
[189] Zhang, Zhaoxiang, Tan, Tieniu, Huang, Kaiqi, Wang, Yunhong. Three-Dimensional Deformable-Model-Based Localization and Recognition of Road Vehicles. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2012, 第 3 作者21(1): 1-13, https://www.webofscience.com/wos/woscc/full-record/WOS:000298325500001.
[190] Li, Min, Tan, Tieniu, Chen, Wei, Huang, Kaiqi. Efficient Object Tracking by Incremental Self-Tuning Particle Filtering on the Affine Group. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2012, 第 4 作者21(3): 1298-1313, http://dx.doi.org/10.1109/TIP.2011.2169970.
[191] Liu, Zhou, Huang, Kaiqi, Tan, Tieniu. Foreground Object Detection Using Top-Down Information Based on EM Framework. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2012, 第 2 作者21(9): 4204-4217, http://dx.doi.org/10.1109/TIP.2012.2200492.
[192] Li, Min, Tan, Tieniu, Chen, Wei, Huang, Kaiqi. Efficient Object Tracking by Incremental Self-Tuning Particle Filtering on the Affine Group. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2012, 第 4 作者21(3): 1298-1313, https://www.webofscience.com/wos/woscc/full-record/WOS:000300510800032.
[193] Huang, Kaiqi, Zhang, Yeying, Tan, Tieniu. A Discriminative Model of Motion and Cross Ratio for View-Invariant Action Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2012, 第 1 作者  通讯作者  21(4): 2187-2197, http://dx.doi.org/10.1109/TIP.2011.2176346.
[194] Kaiqi Huang, Xiaotang Chen, Tieniu Tan. Learning the three factors of a non-overlapping multi-camera network topology. 2012 5TH CHINESE CONFERENCE ON PATTERN RECOGNITION. 2012, 第 1 作者104–112, http://ir.ia.ac.cn/handle/173211/12687.
[195] Zheng, Shuai, Huang, Kaiqi, Tan, Tieniu, Tao, Dacheng. A cascade fusion scheme for gait and cumulative foot pressure image recognition. PATTERN RECOGNITION[J]. 2012, 第 2 作者  通讯作者  45(10): 3603-3610, http://dx.doi.org/10.1016/j.patcog.2012.03.008.
[196] Huang Kaiqi, Ren Weiqiang, Huang Yongzhen, Kaiqi Huang, Tan Tieniu, Zhao Xin. Local Hypersphere Coding Based on Edges between Visual Words. SPRINGER BERLIN HEIDELBERG, 2012. 2012, 第 1 作者190-213, http://ir.ia.ac.cn/handle/173211/12691.
[197] Zhao Xin, Tan Tieniu, Huang Kaiqi, Huang Yongzhen, Yu Yinan. Feature Coding via Vector Difference for Image Classification. IEEE. 2012, 第 3 作者http://ir.ia.ac.cn/handle/173211/12732.
[198] Huang Kaiqi, Kaiqi Huang, Xiaotang Chen, Tieniu Tan. Object Tracking across Non-overlapping Cameras using Adaptive Models. INTERNATIONAL CONFERENCE ON COMPUTER VISION,2012. 2012, 第 1 作者464-477, http://ir.ia.ac.cn/handle/173211/12693.
[199] Yu, Yinan, Ren, Weiqiang, Huang, Yongzhen, Huang, Kaiqi, Tan, Tieniu, IEEE. CLUMOC: Multiple Motion Estimation by Cluster Motion Consensus. 2012 IEEE NINTH INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL-BASED SURVEILLANCE (AVSS). 2012, 第 4 作者172-177, http://dx.doi.org/10.1109/AVSS.2012.19.
[200] Xie, Bo, Mu, Yang, Tao, Dacheng, Huang, Kaiqi. m-SNE: Multiview Stochastic Neighbor Embedding. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS[J]. 2011, 第 4 作者41(4): 1088-1096, http://dx.doi.org/10.1109/TSMCB.2011.2106208.
[201] Tieniu Tan, Kaiqi Huang, Congwen Gao. People counting using combined feature. CONFERENCE ON INTELLIGENT VISUAL SURVEILLANCE,2011. 2011, 第 2 作者81–84, http://ir.ia.ac.cn/handle/173211/12698.
[202] Huang Yongzhen, Huang Kaiqi, Tan Tieniu. Robust object tracking via online learning of adaptive appearance manifold. IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV). 2011, 第 2 作者1863-1869, http://ir.ia.ac.cn/handle/173211/5379.
[203] Wu, Jinchen, Chen, Wei, Huang, Kaiqi, Tan, Tieniu, IEEE. PARTIAL LEAST SQUARES BASED SUBWINDOW SEARCH FOR PEDESTRIAN DETECTION. 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2011, 第 3 作者
[204] Zheng, Shuai, Huang, Kaiqi, Tan, Tieniu, IEEE. EVALUATION FRAMEWORK ON TRANSLATION-INVARIANT REPRESENTATION FOR CUMULATIVE FOOT PRESSURE IMAGE. 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2011, 第 2 作者201-204, 
[205] Huang, Yongzhen, Huang, Kaiqi, Tao, Dacheng, Tan, Tieniu, Li, Xuelong. Enhanced Biologically Inspired Model for Object Recognition. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS[J]. 2011, 第 2 作者41(6): 1668-1680, http://dx.doi.org/10.1109/TSMCB.2011.2158418.
[206] Chen, Xiaotang, Huang, Kaiqi, Tan, Tieniu, IEEE. DIRECTION-BASED STOCHASTIC MATCHING FOR PEDESTRIAN RECOGNITION IN NON-OVERLAPPING CAMERAS. 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2011, 第 2 作者
[207] Chen Xiaotang, Tan Tieniu, Huang Kaiqi. Direction-based stochastic matching for pedestrian recognition in non-overlapping cameras. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2011, 第 3 作者2065-2068, http://ir.ia.ac.cn/handle/173211/5362.
[208] Huang, Kaiqi, Tao, Dacheng, Yuan, Yuan, Li, Xuelong, Tan, Tieniu. Biologically Inspired Features for Scene Classification in Video Surveillance. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS[J]. 2011, 第 1 作者  通讯作者  41(1): 307-313, http://dx.doi.org/10.1109/TSMCB.2009.2037923.
[209] Zhang, Zhang, Tan, Tieniu, Huang, Kaiqi. An Extended Grammar System for Learning and Recognizing Complex Visual Events. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2011, 第 3 作者33(2): 240-255, http://dx.doi.org/10.1109/TPAMI.2010.60.
[210] Kaiqi Huang, Jianwei Ding, Xin Zhao, Tieniu Tan. Global and Local Training for Moving Object Classification in Surveillance-Oriented Scene. PATTERN RECOGNITION,2011. 2011, 第 1 作者681-685, http://ir.ia.ac.cn/handle/173211/12694.
[211] Huang Kaiqi, Zhang Zhang. An X-T slice based method for action recognition. IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV). 2011, 第 1 作者1897-1903, http://ir.ia.ac.cn/handle/173211/5357.
[212] Kaiqi Huang, Shuai Zheng, Yinan Yu, Junge Zhang, Tieniu Tan. An Empirical Study of Visual Features for Part Based Model. PATTERN RECOGNITION,2011. 2011, 第 1 作者219-223, http://ir.ia.ac.cn/handle/173211/12696.
[213] Tan Tieniu, Huang Kaiqi, Huang Yongzhen. A heuristic deformable pedestrian detection method. LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS). 2011, 第 2 作者542-553, http://ir.ia.ac.cn/handle/173211/5355.
[214] Huang Kaiqi. Cast Shadow Removal Using MRF Based on Hierarchical Information. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT),. 2011, 第 1 作者
[215] Kaiqi Huang, Junge Zhang, Tieniu Tan. Boosted Local Structured HOG-LBP for Object Localization. IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2011, 第 1 作者1393-1400, http://ir.ia.ac.cn/handle/173211/5385.
[216] Kaiqi Huang, Jianwei Ding, Xin Zhao, Tieniu Tan. Online Codebook Reweighting Using Pairwise Constraints for Image Classification. PATTERN RECOGNITION,2011. 2011, 第 1 作者662-666, http://ir.ia.ac.cn/handle/173211/12695.
[217] Tieniu Tan, Kaiqi Huang, Xin Zhao. A comparison study on kernel based online learning for moving object classification. CONFERENCE ON INTELLIGENT VISUAL SURVEILLANCE,2011. 2011, 第 2 作者17-20, http://ir.ia.ac.cn/handle/173211/12699.
[218] Xiaotang Chen, Tieniu Tan, Kaiqi Huang. Direction-based Stochastic Matching for Pedestrian Recognition in Non- overlapping Cameras. PROC. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING. 2011, 第 3 作者2065-2068, http://ir.ia.ac.cn/handle/173211/13832.
[219] Kaiqi Huang, Jianwei Ding, Xin Zhao, Tieniu Tan. Robust Moving Object Segmentation with Two-stage Optimization. PROC. ASIAN CONFERENCE ON PATTERN RECOGNITION. 2011, 第 1 作者149-153, http://ir.ia.ac.cn/handle/173211/13833.
[220] Huang Kaiqi. Multi-view pedestrian recognition using shared dictionary learning with group sparsity. LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS). 2011, 第 1 作者629-638, http://ir.ia.ac.cn/handle/173211/5371.
[221] Tan Tieniu, Huang Kaiqi. Evaluation framework on translation-invariant representation for cumulative foot pressure image. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2011, 第 2 作者201-204, http://ir.ia.ac.cn/handle/173211/5364.
[222] Huang, Yongzhen, Huang, Kaiqi, Yu, Yinan, Tan, Tieniu, IEEE. Salient Coding for Image Classification. 2011IEEECONFERENCEONCOMPUTERVISIONANDPATTERNRECOGNITIONCVPR. 2011, 第 2 作者1753-1760, 
[223] Huang Kaiqi, Tan Tieniu. Partial least squares based subwindow search for pedestrian detection. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2011, 第 1 作者3565-3568, http://ir.ia.ac.cn/handle/173211/5374.
[224] Zhang, Junge, Huang, Kaiqi, Yu, Yinan, Tan, Tieniu, IEEE. Boosted Local Structured HOG-LBP for Object Localization. 2011 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR). 2011, 第 2 作者1393-1400, 
[225] Tieniu Tan, Xin Zhao, Jianwei Ding, Kaiqi Huang. Robust Moving Object Segmentation with Two Stage Optimization. PATTERN RECOGNITION,2011. 2011, 第 4 作者149-153, http://ir.ia.ac.cn/handle/173211/12697.
[226] Huang, Kaiqi, Tan, Tieniu. Vs-star: A visual interpretation system for visual surveillance. PATTERN RECOGNITION LETTERS[J]. 2010, 第 1 作者  通讯作者  31(14): 2265-2285, http://dx.doi.org/10.1016/j.patrec.2010.05.029.
[227] Zhaoxiang Zhang, Kaiqi Huang, Tieniu Tan, Yunhong Wang. 3D Model Based Vehicle Tracking Using Gradient Based Fitness Evaluation under Particle Filter Framework. ICPR 2010. 2010, 第 2 作者http://ir.ia.ac.cn/handle/173211/13245.
[228] Kaiqi Huang, Yunhong Wang, Tieniu Tan, Zhaoxiang Zhang. 3D Model Based Vehicle Tracking by Optimizing Gradient Based Fitness Evaluation. ICPR2010. 2010, 第 1 作者1771-1774, http://ir.ia.ac.cn/handle/173211/12700.
[229] Huang Kaiqi, Tan Tieniu. Human action recognition with pose similarity. CHINESE CONFERENCE ON PATTERN RECOGNITION (CCPR). 2010, 第 1 作者804-808, http://ir.ia.ac.cn/handle/173211/5370.
[230] Yu, Yinan, Huang, Kaiqi, Tan, Tieniu, Zha, HB, Taniguchi, RI, Maybank, S. A Harris-Like Scale Invariant Feature Detector. COMPUTERVISIONACCV2009PTII. 2010, 第 2 作者5995: 586-595, 
[231] Tieniu Tan, Shuai Zheng, Kaiqi Huang. Translation-invariant feature representation for cumulative foot pressure images. PROC. CHINESE KOREA JAPAN WORKSHOP ON PATTERN RECOGNITION. 2010, 第 3 作者221-225, http://ir.ia.ac.cn/handle/173211/13836.
[232] Cai Yinghao, Tan Tieniu, Huang Kaiqi. Recovering the topology of multiple cameras by finding continuous paths in a trellis. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR). 2010, 第 3 作者3541-3544, http://ir.ia.ac.cn/handle/173211/5377.
[233] Congwen Gao, Kaiqi Huang, Tieniu Tan. Improvements on MID Based Foreground Segmentation Using Optical Flow. PROC. CJK JOINT WORKSHOP ON PATTERN RECOGNITION. 2010, 第 2 作者154-159, http://ir.ia.ac.cn/handle/173211/13837.
[234] Kaiqi Huang, Tianhao Zhang, 黄凯奇, Dacheng Tao, Jie Yang, Xuelong Li. Discriminative Orthogonal Neighborhood Preserving Projections for Classification. IEEE TRANSACTIONS ON SYSTEMS, MAN AND CYBERNETICS, PART: B[J]. 2010, 第 1 作者40(1): 253-263, http://ir.ia.ac.cn/handle/173211/12729.
[235] Li Min, Zhang Zhaoxiang, Huang Kaiqi, Tan Tieniu, IEEE. ROBUST VISUAL TRACKING BASED ON SIMPLIFIED BIOLOGICALLY INSPIRED FEATURES. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6. 2009, 第 3 作者4113-4116, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000280464301472.
[236] Tao, Dacheng, Yuan, Yuan, Shen, Jialie, Huang, Kaiqi, Li, Xuelong. Visual information analysis for security. SIGNAL PROCESSING. 2009, 第 4 作者89(12): 2311-2312, http://dx.doi.org/10.1016/j.sigpro.2009.06.023.
[237] Tieniu Tan, Shiquan Wang, Kaiqi Huang. A Compact Optical Flow Based Motion Representation for Real-time Action Recognition in Surveillance Scenes. PROC. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING. 2009, 第 3 作者1121-1124, http://ir.ia.ac.cn/handle/173211/13840.
[238] Kaiqi Huang, Yongzhen Huang, Tieniu Tan. Computational Primitives of Visual Perception", Proceeding of the International Conference on Image Processing. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2009. 2009, 第 1 作者1793-1796, http://ir.ia.ac.cn/handle/173211/12705.
[239] Huang, Kaiqi, Tao, Dacheng, Yuan, Yuan, Li, Xuelong, Tan, Tieniu. View-Independent Behavior Analysis. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS[J]. 2009, 第 1 作者  通讯作者  39(4): 1028-1035, http://dx.doi.org/10.1109/TSMCB.2008.2011815.
[240] Chen, Wei, Huang, Kaiqi, Tan, Tieniu, Tao, Dacheng, IEEE. A CONVERGENT SOLUTION TO TWO DIMENSIONAL LINEAR DISCRIMINANT ANALYSIS. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6. 2009, 第 2 作者4133-+, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000280464301477.
[241] Dacheng Tao, Wei Chen, Kaiqi Huang, Tieniu Tan. A Convergent Solution to Two Dimensional Linear Discriminant Analysis. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2009. 2009, 第 3 作者4133-4136, http://ir.ia.ac.cn/handle/173211/12701.
[242] Tieniu Tan, Min Li, Zhaoxiang Zhang, Kaiqi Huang. Rapid and Robust Human Detection and Tracking based on Omega-Shape Features. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2009. 2009, 第 4 作者2545-2548, http://ir.ia.ac.cn/handle/173211/12706.
[243] Wang, Liangsheng, Huang, Kaiqi, Huang, Yongzhen, Tan, Tieniu, IEEE. OBJECT DETECTION AND TRACKING FOR NIGHT SURVEILLANCE BASED ON SALIENT CONTRAST ANALYSIS. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6. 2009, 第 2 作者1113-1116, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000280464300278.
[244] Tieniu Tan, Zhaoxiang Zhang, Min Li, Kaiqi Huang. 3D Model Based Vehicle Localization by Optimizing Local Gradient Based Fitness Evaluation. PATTERN RECOGNITION, 2008. ICPR 2008. 19TH INTERNATIONAL CONFERENCE ON. 2009, 第 4 作者1-4, http://ir.ia.ac.cn/handle/173211/12713.
[245] Yongzhen Huang, Liangsheng Wang, Kaiqi Huang, Tieniu Tan. Object Detection and Tracking for Night Surveillance based on Salient Contrast Analysis. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2009. 2009, 第 3 作者1113-1116, http://ir.ia.ac.cn/handle/173211/12702.
[246] Tieniu Tan, Yeyin Zhang, Kaiqi Huang, Yongzhen Huang. View-invariant Action Recognition Using Cross Ratios Across Frames. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2009. 2009, 第 3 作者3549, http://ir.ia.ac.cn/handle/173211/12707.
[247] Zhaoxiang Zhang, Kaiqi Huang, Tieniu Tan. Pyramidal statistics of oriented filtering for robust pedestrian detection. INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCV WORKSHOPS). 2009, 第 2 作者1153-1160, http://ir.ia.ac.cn/handle/173211/5375.
[248] Huang, Yongzhen, Huang, Kaiqi, Tan, Tieniu, IEEE. COMPUTATIONAL PRIMITIVES OF VISUAL PERCEPTION. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6. 2009, 第 2 作者1793-1800, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000280464300444.
[249] Kui Jia, Shiqi Yu, Tieniu Tan, Kaiqi Huang, Xinyu Wu. A Study on Gait based Gender Classification. IEEE TRANS. ON IMAGE PROCESSING[J]. 2009, 第 4 作者18(8): 1905-1910, http://ir.ia.ac.cn/handle/173211/13624.
[250] Kaiqi Huang, Min Li, Zhaoxiang Zhang, Tieniu Tan. Robust Visual Tracking Based on Simplified Biologically Inspired Features. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2009. 2009, 第 1 作者4113-4116, http://ir.ia.ac.cn/handle/173211/12703.
[251] Kaiqi Huang, Shiquan Wang, Tieniu Tan. A Compact Optical Flow based Motion Representation for Real time Action Recognition in Surveillance Scenes. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2009. 2009, 第 1 作者1121-1124, http://ir.ia.ac.cn/handle/173211/12704.
[252] Yu, Shiqi, Tan, Tieniu, Huang, Kaiqi, Jia, Kui, Wu, Xinyu. A Study on Gait-Based Gender Classification. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2009, 第 3 作者18(8): 1905-1910, http://www.irgrid.ac.cn/handle/1471x/974847.
[253] Huang, Yongzhen, Huang, Kaiqi, Wang, Liangsheng, Tao, Dacheng, Tan, Tieniu, Li, Xuelong, IEEE. Enhanced biologically inspired model. 2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12. 2008, 第 2 作者2000-+, 
[254] Kaiqi Huang, Zhou Liu, Wei Chen, Tieniu Tan. A Probabilistic Framework Based on KDE-GMM hybrid model (KGHM) for Moving Object Segmentation in Dynamic Scenes. IEEE CONFERENCE ON COMPUTER VISION & PATTERN RECOGNITION 2008. 2008, 第 1 作者1-8, http://ir.ia.ac.cn/handle/173211/12708.
[255] Tieniu Tan, Yongzhen Huang, Kaiqi Huang, Liangsheng Wang, Dacheng Tao, Xuelong Li. Enhanced Biologically Inspired Model. IEEE CONFERENCE ON COMPUTER VISION & PATTERN RECOGNITION 2008. 2008, 第 3 作者1-8, http://ir.ia.ac.cn/handle/173211/12710.
[256] Yinghao Cai, Kaiqi Huang, Tieniu Tan. Matching Tracking Sequences Across Widely Separated Cameras. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING. 2008, 第 2 作者http://ir.ia.ac.cn/handle/173211/10986.
[257] Kaiqi Huang, Zhaoxiang Zhang, Min Li, Tieniu Tan. Practical Camera Auto-Calibration based on Object Appearance and Motion for Traffic Scene Visual Surveillance. IEEE CONFERENCE ON COMPUTER VISION & PATTERN RECOGNITION 2008. 2008, 第 1 作者1-8, http://ir.ia.ac.cn/handle/173211/12711.
[258] Zhou Liu, Kaiqi Huang, Tieniu Tan, Liangsheng Wang. A Probabilistic Framework Based on KDE-GMM hybrid model(KGHM) for Moving Object Segmentation in Dynamic Scenes. PROC. THE EIGHTH INTERNATIONAL WORKSHOP ON VISUAL SURVEILLANCE. 2008, 第 2 作者http://ir.ia.ac.cn/handle/173211/13852.
[259] Zhang Zhaoxiang, Li Min, Huang Kaiqi, Tan Tieniu, IEEE. Boosting Local Feature Descriptors for Automatic Objects Classification in Traffic Scene Surveillance. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6. 2008, 第 3 作者3918-3921, 
[260] Cai Yinghao, Huang Kaiqi, Tan Tieniu, IEEE. MATCHING TRACKING SEQUENCES ACROSS WIDELY SEPARATED CAMERAS. 2008 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS. 2008, 第 2 作者769-772, 
[261] Yinghao Cai, Kaiqi Huang, Tieniu Tan. Human Appearance Matching Across Multiple Non-overlapping Cameras. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION. 2008, 第 2 作者http://ir.ia.ac.cn/handle/173211/10987.
[262] Zhang, Zhaoxiang, Li, Min, Huang, Kaiqi, Tan, Tieniu, IEEE. Practical camera auto-calibration based on object appearance and motion for traffic scene visual surveillance. 2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12. 2008, 第 3 作者3405-3412, 
[263] Zhaoxiang Zhang, Tieniu Tan, Kaiqi Huang, Min Li. Estimating the Number of People in Crowded Scenes by MID Based Foreground Segmentation and Head-shoulder Detection. PATTERN RECOGNITION, 2008. ICPR 2008. 19TH INTERNATIONAL CONFERENCE ON. 2008, 第 3 作者1-4, http://ir.ia.ac.cn/handle/173211/12715.
[264] Cai, Yinghao, Huang, Kaiqi, Tan, Tieniu, IEEE. Human Appearance Matching Across Multiple Non-overlapping Cameras. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6. 2008, 第 2 作者1994-1997, 
[265] Kaiqi Huang, Zhaoxiang Zhang, Min Li, Tieniu Tan. View Independent Object Classification Based on Automated Ground Plane Rectification for Traffic Scene Surveillance. IEEE CONFERENCE ON COMPUTER VISION & PATTERN RECOGNITION 2008. 2008, 第 1 作者1-9, http://ir.ia.ac.cn/handle/173211/12709.
[266] Zhang Zhang, Huang Kaiqi, Tan Tieniu. Multi-Thread Parsing for Recognizing Complex Events in Videos. PROC. OF THE 10TH EUROPEAN CONFERENCE ON COMPUTER VISION (ECCV) 2008. 2008, 第 2 作者http://ir.ia.ac.cn/handle/173211/12666.
[267] Huang Kaiqi. A Real-time Detecting Tracking Distant Objects System for Night Surveillance. Pattern Recognition(PR). 2008, 第 1 作者
[268] Tieniu Tan, Zhaoxiang Zhang, Min Li, Kaiqi Huang. Robust Automated Ground Plane Rectification Based on Moving Vehicles for Traffic Scene Surveillance. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING 2008. 2008, 第 4 作者1364-1367, http://ir.ia.ac.cn/handle/173211/12712.
[269] Zhang Zhaoxiang, Li Min, Huang Kaiqi, Tan Tieniu, IEEE. ROBUST AUTOMATED GROUND PLANE RECTIFICATION BASED ON MOVING VEHICLES FOR TRAFFIC SCENE SURVEILLANCE. 2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5. 2008, 第 3 作者1364-1367, 
[270] Zhang Zhang, Huang Kaiqi, Tan Tieniu, Forsyth D, Torr P, Zisserman A. Multi-thread Parsing for Recognizing Complex Events in Videos. COMPUTER VISION - ECCV 2008, PT III, PROCEEDINGS. 2008, 第 2 作者5304: 738-751, 
[271] Kaiqi Huang, Zhaoxiang Zhang, Min Li, Tieniu Tan. Boosting Local Feature Descriptors for Automatic Objects Classification in Traffic Scene Surveillance. PATTERN RECOGNITION, 2008. ICPR 2008. 19TH INTERNATIONAL CONFERENCE ON. 2008, 第 1 作者1-4, http://ir.ia.ac.cn/handle/173211/12714.
[272] Li, Min, Zhang, Zhaoxiang, Huang, Kaiqi, Tan, Tieniu, IEEE. Estimating the Number of People in Crowded Scenes by MID Based Foreground Segmentation and Head-shoulder Detection. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6. 2008, 第 3 作者1998-2001, 
[273] Zhang Zhaoxiang, Li Min, Huang Kaiqi, Tan Tieniu, IEEE. 3D Model Based Vehicle Localization by Optimizing Local Gradient Based Fitness Evaluation. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6. 2008, 第 3 作者1642-1645, 
[274] Daoliang Tan, Kaiqi Huang, Shiqi Yu, Tieniu Tan. Recognizing Night Walkers Based on One Pseudoshape Representation of Gait. PROC. IEEE INTERNATIONAL CONFERENCE OF COMPUTER VISION AND PATTERN RECOGNITION. 2007, 第 2 作者http://ir.ia.ac.cn/handle/173211/13870.
[275] Daoliang Tan, Kaiqi Huang, Tieniu Tan. Night Human Recognition based on Infrared Camera. CVPR WORKSHOP ON THE SEVENTH INTERNATIONAL WORKSHOP ON VISUAL SURVEILLANCE. 2007, 第 2 作者1-8, http://ir.ia.ac.cn/handle/173211/12725.
[276] Liu Zhou, Tieniu Tan, Kaiqi Huang. Cast Shadow Removal Combining Local and Global Features. CVPR WORKSHOP ON THE SEVENTH INTERNATIONAL WORKSHOP ON VISUAL SURVEILLANCE. 2007, 第 3 作者1-8, http://ir.ia.ac.cn/handle/173211/12724.
[277] Wang Ying, Huang Kaiqi, Tan Tieniu, Yagi Y, Kang SB, Kweon IS, Zha H. Multi-view gymnastic activity recognition with fused HMM. COMPUTER VISION - ACCV 2007, PT I, PROCEEDINGS. 2007, 第 2 作者4843: 667-677, 
[278] Zhang Zhang, Huang Kaiqi, Tan Tieniu, Wang Liangsheng. Trajectory Series Analysis based Event Rule Induction for Visual Surveillance. PROC. IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) 2007. 2007, 第 2 作者http://ir.ia.ac.cn/handle/173211/12667.
[279] Zhang Zhaoxiang, Dong Weishan, Huang Kaiqi, Tan Tieniu, IEEE. EDA approach for model based localization and recognition of vehicles. 2007 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-8. 2007, 第 3 作者3797-+, 
[280] Tieniu Tan, Kaiqi Huang, Ying Wang. Multi-view Gymnastic Activity Recognition with Fused HMM. THE 8TH ASIAN CONFERENCE ON COMPUTER VISION. 2007, 第 2 作者667-677, http://ir.ia.ac.cn/handle/173211/12716.
[281] Wang Ying, Huang Kaiqi, Tan Tieniu, IEEE. Human activity recognition based on R transform. 2007 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-8. 2007, 第 2 作者3782-+, 
[282] Tan Daoliang, Huang Kaiqi, Yu Shiqi, Tan Tieniu, IEEE. Recognizing night walkers based on one pseudoshape representation of gait. 2007 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-8. 2007, 第 2 作者3843-+, 
[283] Tan Daoliang, Huang Kaiqi, Yu Shiqi, Tan Tieniu, IEEE. Orthogonal diagonal projections for gait recognition. 2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7. 2007, 第 2 作者337-340, 
[284] Shiqi Yu, Tieniu Tan, Kaiqi Huang, Daoliang Tan. Uniprojective Features for Gait Recognition. INTERNATIONAL CONFERENCE ON ADVANCES IN BIOMETRICS,2007. 2007, 第 3 作者673-682, http://ir.ia.ac.cn/handle/173211/12721.
[285] Ying Wang, Kaiqi Huang, Tieniu Tan. Abnormal Activity Recognition in Office Based on R Transform. PROC. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING. 2007, 第 2 作者341-344, http://ir.ia.ac.cn/handle/173211/13861.
[286] Tieniu Tan, Ying Wang, Kaiqi Huang. Abnormal activity recognition in office based on T-transform", International Conference on Image Processing. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2007. 2007, 第 3 作者341-344, http://ir.ia.ac.cn/handle/173211/12718.
[287] Zhang Zhaoxiang, Cai Yinghao, Huang Kaiqi, Tan Tieniu, IEEE. Real-time moving object classification with automatic scene division. 2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7. 2007, 第 3 作者2401-2404, 
[288] Kaiqi Huang, Shiqi Yu, Tieniu Tan, Daoliang Tan. Orthogonal Diagonal Projections for Gait Recognition. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2007. 2007, 第 1 作者337-340, http://ir.ia.ac.cn/handle/173211/12719.
[289] Yinghao Cai, Wei Chen, Kaiqi Huang, Tieniu Tan. Continuously Tracking Objects Across Multiple Widely Separated Cameras. THE 8TH ASIAN CONFERENCE ON COMPUTER VISION. 2007, 第 3 作者http://ir.ia.ac.cn/handle/173211/10988.
[290] Shiqi Yu, Kaiqi Huang, Daoliang Tan, Tieniu Tan. Walker Recognition without Gait Cycle Estimation. INTERNATIONAL CONFERENCE ON ADVANCES IN BIOMETRICS,2007. 2007, 第 2 作者222-231, http://ir.ia.ac.cn/handle/173211/12722.
[291] Tan Daoliang, Yu Shiqi, Huang Kaiqi, Tan Tieniu, Lee SW, Li SZ. Walker recognition without gait cycle estimation. ADVANCES IN BIOMETRICS, PROCEEDINGS. 2007, 第 3 作者4642: 222-+, 
[292] Daoliang Tan, Kaiqi Huang, Shiqi Yu, Tieniu Tan. Uniprojective Features for Gait Recognition. PROC. INTERNATIONAL CONFERENCE OF BIOMETRICS. 2007, 第 2 作者673-682, http://ir.ia.ac.cn/handle/173211/13881.
[293] Zhou Liu, Kaiqi Huang, Tieniu Tan, Liangsheng Wang. Shadow Detection Combining Local and Global Features. PROC. IEEE INTERNATIONAL WORKSHOP ON VISUAL SURVEILLANCE. 2007, 第 2 作者1-8, http://ir.ia.ac.cn/handle/173211/13874.
[294] Cai Yinghao, Chen Wei, Huang Kaiqi, Tan Tieniu, Yagi Y, Kang SB, Kweon IS, Zha H. Continuously tracking objects across multiple widely separated cameras. COMPUTER VISION - ACCV 2007, PT I, PROCEEDINGS. 2007, 第 3 作者4843: 843-852, 
[295] Yu Shiqi, Tan Daoliang, Huang Kaiqi, Tan Tieniu, Lee SW, Li SZ. Reducing the effect of noise on human contour in gait recognition. ADVANCES IN BIOMETRICS, PROCEEDINGS. 2007, 第 3 作者4642: 338-+, 
[296] Liu Zhou, Huang Kaiqi, Tan Tieniu, Wang Liangsheng, IEEE. Cast shadow removal combining local and global features. 2007 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-8. 2007, 第 2 作者3819-+, 
[297] Kaiqi Huang, Tieniu Tan, Ying Wang. Group Activity Recognition based on ARMA Shape Sequence Modeling. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2007. 2007, 第 1 作者209-212, http://ir.ia.ac.cn/handle/173211/12717.
[298] Tan Daoliang, Huang Kaiqi, Yu Shiqi, Tan Tieniu, Lee SW, Li SZ. Uniprojective features for gait recognition. ADVANCES IN BIOMETRICS, PROCEEDINGS. 2007, 第 2 作者4642: 673-+, 
[299] Wang Ying, Huang Kaiqi, Tan Tieniu, IEEE. Abnormal activity recognition in office based on R transform. 2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7. 2007, 第 2 作者341-344, 
[300] Tieniu Tan, Kaiqi Huang, Shiqi Yu. Reducing the Effect of Noise on Human Contour in Gait Recognition. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2007. 2007, 第 2 作者338-346, http://ir.ia.ac.cn/handle/173211/12720.
[301] Kaiqi Huang, Weishan Dong, Zhaoxiang Zhang, Tieniu Tan. EDA Approach for Model Based Localization and Recognition of Vehicle. CVPR WORKSHOP ON THE SEVENTH INTERNATIONAL WORKSHOP ON VISUAL SURVEILLANCE. 2007, 第 1 作者1-8, http://ir.ia.ac.cn/handle/173211/12726.
[302] Kaiqi Huang, Tieniu Tan, Wang Ying. Human Activity Recognition Based on R Transform. CVPR WORKSHOP ON THE SEVENTH INTERNATIONAL WORKSHOP ON VISUAL SURVEILLANCE. 2007, 第 1 作者1-8, http://ir.ia.ac.cn/handle/173211/12723.
[303] Liangsheng Wang, Zhou Liu, Kaiqi Huang, Tieniu Tan. Cast Shadow Removal with GMM for Surface Reflectance Component. 2006, 第 3 作者727-730, http://ir.ia.ac.cn/handle/173211/12727.
[304] Zhang Zhang, Huang Kaiqi, Tan Tieniu. Comparison of similarity measures for trajectory clustering in outdoor surveillance scenes. 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, PROCEEDINGS[J]. 2006, 第 2 作者1135-+, 
[305] Yinghao Cai, Kaiqi Huang, Yunhong Wang, Tieniu Tan. Context Enhancement of Nighttime Surveillance by Image Fusion. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION. 2006, 第 2 作者http://ir.ia.ac.cn/handle/173211/10990.
[306] Liu Zhou, Huang Kaiqi, Tan Tieniu, Wang Liangsheng, Tang YY, Wang SP, Lorette G, Yeung DS, Yan H. Cast shadow removal with GMM for surface reflectance component. 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1, PROCEEDINGS. 2006, 第 2 作者727-+, 
[307] Zhang Zhang, Huang Kaiqi, Tan Tieniu. Comparison of Similarity Measures for Trajectory Clustering in Outdoor Surveillance Scene. PROC. THE 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR) 2016. 2006, 第 2 作者http://ir.ia.ac.cn/handle/173211/12668.
[308] Huang, KaiQi, Wang, Qiao, Wu, ZhenYang. Natural color image enhancement and evaluation algorithm based on human visual system. COMPUTER VISION AND IMAGE UNDERSTANDING[J]. 2006, 第 1 作者  通讯作者  103(1): 52-63, http://dx.doi.org/10.1016/j.cviu.2006.02.007.
[309] Xingzhou Lou, Qiyue Yin, Junge Zhang, Chao Yu, Zhaofeng He, Nengjie Cheng, Kaiqi Huang. Offline Reinforcement Learning with Representations for Actions. INFORMATION SCIENCES. 第 7 作者http://dx.doi.org/10.1016/j.ins.2022.08.019.

科研活动

作为课题负责人研究、完成中科院知识创新工程重点、863课题、国家自然科学基金(NSFC)课题以及企业合作课题二十余项,作为主要人员参与国家973,863重点项目和国家自然科学基金重点项目。 

视频内容理解与分析,主持,国家自然科学优青,2014.1-2016.12
基于视觉认知的视频目标分类和识别,主持,国家级,2009-01--2011-12 
视觉认知理论研究,主持,国家级,2008-07--2011-12 
国家863项目 面向增强现实的多特征融合的视频目标跟踪  负责人 
中科院知识创新工程重点项目 面向家居的智能视频监控系统  负责人 
国家重点实验室专项基金 面向视觉感知的图像理解  负责人 
973项目 数字内容理解  主要参与 
国家基金重点项目 动态图像语义理解  主要参与

学术活动
(1)Weakly supervised Object Recognition   2015-05-30
(2)Multi-Camera Object Tracking Challenge and Database   2014-07-30
(3)Object Recognition with Weak Supervision   2014-01-19

指导学生

已指导学生

陈伟  硕士研究生  081104-模式识别与智能系统  

张叶银  硕士研究生  081104-模式识别与智能系统  

郑帅  硕士研究生  081104-模式识别与智能系统  

高从文  硕士研究生  081104-模式识别与智能系统  

吴金晨  硕士研究生  081104-模式识别与智能系统  

饶超  硕士研究生  081280-软件工程  

梁宏雨  硕士研究生  430112-计算机技术  

任伟强  博士研究生  081104-模式识别与智能系统  

单言虎  博士研究生  081104-模式识别与智能系统  

曹黎俊  博士研究生  081104-模式识别与智能系统  

王冲  博士研究生  081104-模式识别与智能系统  

徐冉  硕士研究生  081104-模式识别与智能系统  

付连锐  博士研究生  081104-模式识别与智能系统  

刘康伟  博士研究生  081104-模式识别与智能系统  

赵炜琪  硕士研究生  085211-计算机技术  

黄文振  硕士研究生  085211-计算机技术  

陈威华  博士研究生  081104-模式识别与智能系统  

考月英  博士研究生  081104-模式识别与智能系统  

程衍华  博士研究生  081104-模式识别与智能系统  

李乔哲  博士研究生  081104-模式识别与智能系统  

李党伟  博士研究生  081104-模式识别与智能系统  

王裕沛  博士研究生  081104-模式识别与智能系统  

李岩  博士研究生  081104-模式识别与智能系统  

武慧凯  博士研究生  081104-模式识别与智能系统  

黄厚景  博士研究生  081104-模式识别与智能系统  

武琪  硕士研究生  085211-计算机技术  

刘美月  硕士研究生  085211-计算机技术  

尹志雨  硕士研究生  085211-计算机技术  

王卓  硕士研究生  085211-计算机技术  

黄梁华  博士研究生  081104-模式识别与智能系统  

现指导学生

李德榜  博士研究生  081104-模式识别与智能系统  

徐沛  博士研究生  081203-计算机应用技术  

贾健  博士研究生  081203-计算机应用技术  

李梓豪  硕士研究生  085211-计算机技术  

黄文振  博士研究生  081203-计算机应用技术  

胡世宇  博士研究生  081203-计算机应用技术  

马略  硕士研究生  085211-计算机技术  

武美奇  硕士研究生  085211-计算机技术  

殷月琴  硕士研究生  081104-模式识别与智能系统  

付延昌  博士研究生  081203-计算机应用技术  

杨光开  硕士研究生  081104-模式识别与智能系统  

陈皓  硕士研究生  081104-模式识别与智能系统  

陈逸飞  硕士研究生  085211-计算机技术  

高乃钰  博士研究生  081104-模式识别与智能系统  

杨文杰  博士研究生  081104-模式识别与智能系统  

国际国内学术活动

近期国际学术活动 

• Guest Editor of IEEE Trans. on SMC:Systems Special Issue on Large Scale Video Analytics for Enhanced Security :Algorithms and Systems.2016
• Co-Chair of the International Workshop on Visual Surveillance and Re-Rdentification (Vs-ReID) conjuncted with European Conference on Computer Vision  (ECCV2014) Sep.12, 2014, Zurich, Swissland.
• Program Committee of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR2013) June 23-28, 2013, Portland, Oregon, USA. 
• Program Committee of the IEEE Workshop on the Applications of Computer Vision (WACV) 2013, Jan. 17th-18th, Clearwater Beach Florida.
• Area Chair of the IEEE Conference series on video and signal based surveillance (AVSS2012) 18-21,Sep,2012,Beijing,China
• Program Committee of the 11th Asian Conference on Computer Vision (ACCV2012), Nov. November 5-9, 2012, Daejeon, Korea
• Session Chair of the 11th Asian Conference on Computer Vision (ACCV2012), Nov. November 5-9, 2012, Daejeon, Korea
• Program Committee of The European Conference on Computer Vision (ECCV2012), October 8-11th, 2012, Firenze, Italy.
• Program Committee of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR2012) June 18-20, 2012, Rhode Island, USA. 

Invited Talk
• Invited talk "Object Recognition with Weak Supervision" at Large Scale Visual Recognition Challenge 2014 (ILSVRC2014) Workshop
• Invited talk " Multi-Camera Object Tracking Challenge and Database" at Visual Surveillance and Re-Rdentification(VS-ReID2014) workshop
• Invited talk " Weakly supervised Object Recognition", The 6th China-Scotland Signal and Image Processing Research Academy (SIPRA) Workshop,2015,30-31,May.Stirling University, Scotland

近期国内学术活动 
•2021  CSIG图像图形学科前沿讲习班 特邀报告,视觉图灵:计算机视觉下一步发展, 北京,2021.6.26

2017 视频监控与安全高峰论坛 特邀报告,中国图形图像学会视频监控与安全专业委员会,北京,2017.6.26 (智能视频监控技术发展与挑战

2014 计算机视觉前沿研讨会 特邀报告,CCF计算视觉专业委员会,北京,2014.9.14 (视觉图像识别的一些思考)

• 2013全国图像图形处理技术应用大会, 特邀报告,中国电子学会,北京,2013.11.2 
•2012 第二届中国智能产业高峰论坛 智能视频监控专题论坛 程序委员主席 杭州 11.1 人工智能学会
• 2012年中国(南京)物联网产业论坛”特邀报告 南京中兴通讯股份有限公司 9.21
• 2011年 第三届全国智能视觉监控学术会议 程序委员主席 中科院自动化所 北京 12.1-2
• 2010年 视频监控技术发展与应用高峰论坛 特邀报告 中国电子视像协会 杭州 10.26