模式识别国家重点实验室研究员，博士生导师，智能系统与工程研究中心主任，国际模式识别学会会士（IAPR Fellow),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。国家万人计划科技创新领军人才、科技部中青年科技创新领军人才，国家自然科学优秀青年基金获得者，国家万人青年拔尖人才、第十二届中国科学院杰出青年、CCF-IEEE CS 青年科学家奖获得者，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副主任，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。

主要研究方向为计算机视觉、模式识别和认知决策方面的研究。作为课题负责人承担和完成国家重点研发计划、国家863计划、973、中科院重点前沿计划以及企业合作课题四十余项。迄今已在国际/国内期刊、国际会议上发表/录用学术论文200余篇，其中IEEE Trans. on PAMI, IEEE Trans. on Image Processing和计算机视觉领域一流国际会议(CVPR, ICCV, ECCV)论文50余篇。作为主要负责人带领团队获得2010、2011年国际视觉竞赛PASCAL VOC目标检测任务冠军和2014年大规模国际视觉竞赛ImageNet－ILSVRC 目标分类（额外数据）冠军。是国际杂志 IEEE Trans on Systems, Man, and Cybernetics: Systems（TSMC）、Pattern Recognition (PR)的Associate Editor及国际杂志Signal Processing “面向安全的视觉信息分析”专刊的特约编辑，在包括ICCV、CVPR在内的计算机视觉和模式识别十几个国际主流会议会上担任主席和程序委员，是ICCV2011-Visual Surveillance Workshop的Co-chair和第三届全国视觉监控学术会议的程序委员主席。在视频图像理解、人机对抗智能的研究获得国家科技进步二等奖、军队科技一等奖及中国指控学会科技进步一等奖在内的多个奖项。

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。

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

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

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

视频处理与分析

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 

（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

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] Xingzhou Lou, 张俊格, Timothy Norman, Kaiqi Huang, Yali Du. TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient. AAAInull. 2024, ..
[2] 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. AAMASnull. 2024, ..
[3] Shuai Chen, Mingyi Zhang, 张俊格, Kaiqi Huang. Exemplar-based Continual Learning via Contrastive Learning. IEEE Transactions on Artificial Intelligence (TAI)[J]. 2024, ..
[4] Shuai Chen, Mingyi Zhang, 张俊格, Kaiqi Huang. TASK-WISE PROMPT QUERY FUNCTION FOR REHEARSAL-FREE CONTINUAL LEARNING. ICASSPnull. 2024, ..
[5] Xu, Pei, Zhang, Junge, Yin, Qiyue, Yu, Chao, Yang, Yaodong, Huang, Kaiqi. Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks. AAAInull. 2023, ..
[6] 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, 49(5): 913-928, ..
[7] Yu, Yang, Yin, Qiyue, Zhang, Junge, Kaiqi Huang. Prioritized Tasks Mining for Multi-Task Cooperative Multi-Agent Reinforcement Learning. AAMASnull. 2023, ..
[8] 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, 34(6): 2765-2775, ..
[9] 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, 45(1): 576-592, [10] 徐沛, 张俊格, 黄凯奇. Exploration via Joint Policy Diversity for Sparse-Reward Multi-Agent Tasks. IJCAInull. 2023, ..
[11] Da Yu, Mingyi Zhang, Mantian Li, Fusheng Zha, 张俊格, Lining Sun, Kaiqi Huang. Contrastive Correlation Preserving Replay for Online Continual Learning. IEEE CSVTnull. 2023, ..
[12] 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, [13] 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. AAMASnull. 2023, ..
[14] 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, [15] 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, [16] 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, 14(4): 644-653, ..
[17] 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. NeurIPSnull. 2022, [18] 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 Intelligencenull. 2022, http://arxiv.org/abs/2210.08573.
[19] He, Fei, Li, Qiaozhe, Zhao, Xin, Huang, Kaiqi. Temporal-adaptive sparse feature aggregation for video object detection. PATTERN RECOGNITION[J]. 2022, 127: http://dx.doi.org/10.1016/j.patcog.2022.108587.
[20] 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)null. 2022, [21] 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, [22] 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. IJCNNnull. 2022, http://arxiv.org/abs/2206.01207.
[23] 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, 610: 746-758, http://dx.doi.org/10.1016/j.ins.2022.08.019.
[24] 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)null. 2022, [25] 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, [26] 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, 45(9): 1859-1876, https://d.wanfangdata.com.cn/periodical/jsjxb202209003.
[27] Huang, Wenzhen, Yin, Qiyue, Zhang, Junge, Huang, Kaiqi. Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning. AAAInull. 2021, http://arxiv.org/abs/2104.04174.
[28] 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, 30: 6013-6023, http://dx.doi.org/10.1109/TIP.2021.3090522.
[29] Li, Debang, Zhang, Junge, Huang, Kaiqi. Universal adversarial perturbations against object detection. PATTERN RECOGNITION[J]. 2021, 110: http://dx.doi.org/10.1016/j.patcog.2020.107584.
[30] Huang, Lianghua, Zhao, Xin, Huang, Kaiqi. GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2021, 43(5): 1562-1577, http://dx.doi.org/10.1109/TPAMI.2019.2957464.
[31] 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[J]. 2021, 42(3): 339-348, http://lib.cqvip.com/Qikan/Article/Detail?id=7104960509.
[32] Gao, Naiyu, Shan, Yanhu, Wang, Yupei, Zhao, Xin, Huang, Kaiqi. SSAP: Single-Shot Instance Segmentation With Affinity Pyramid. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2021, 31(2): 661-673, http://dx.doi.org/10.1109/TCSVT.2020.2985420.
[33] Huang Kaiqi. Bottom-Up Foreground-Aware Feature Fusion for Practical Person Search. IEEE Transactions on Circuits and Systems for Video Technology. 2021, [34] Jia, Jian, Chen, Xiaotang, Huang, Kaiqi. Spatial and Semantic Consistency Regularizations for Pedestrian Attribute Recognition. 2021, [35] Kaiqi Huang, 张俊格, Wancheng Ni. Human-Machine Gaming Intelligence: A Review. Science China[J]. 2020, [36] Huang Kaiqi. Temporal Context Enhanced Feature Aggregation for Video Object Detection. 34rd AAAI Conference on Artificial Intelligence (AAAI). 2020, [37] 黄凯奇, 兴军亮, 张俊格, 倪晚成, 徐博. 人机对抗智能技术. 中国科学:信息科学[J]. 2020, 50(4): 540-550, https://www.sciengine.com/doi/10.1360/N112019-00048.
[38] He, Fei, Gao, Naiyu, Li, Qiaozhe, Du, Senyao, Zhao, Xin, Huang, Kaiqi. Temporal Context Enhanced Feature Aggregation for Video Object Detection. THE THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE (AAAI-20)null. 2020, [39] Debang Li, Junge Zhang, Huang Kaiqi. Learning to Learn Cropping Models for Different Aspect Ratio Requirements. IEEE Conference on Computer Vision and Pattern Recognitionnull. 2020, [40] Huang, Houjing, Yang, Wenjie, Lin, Jinbin, Huang, Guan, Xu, Jiamiao, Wang, Guoli, Chen, Xiaotang, Huang, Kaiqi. Improve Person Re-Identification With Part Awareness Learning. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2020, 29: 7468-7481, http://dx.doi.org/10.1109/TIP.2020.3003442.
[41] Li, Debang, Zhang, Junge, Huang, Kaiqi, Yang, MingHsuan. Composing Good Shots by Exploiting Mutual Relations. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)null. 2020, 4212-4221, [42] Huang Kaiqi. Botom-Up Foreground-Aware Feature Fusion for Person Search. ACM International Conference on Multimedia. 2020, [43] Jain, Deepak Kumar, Zhang, Zhang, Huang, Kaiqi. Multi angle optimal pattern-based deep learning for automatic facial expression recognition. PATTERN RECOGNITION LETTERS[J]. 2020, 139: 157-165, http://dx.doi.org/10.1016/j.patrec.2017.06.025.
[44] Huang, Houjing, Chen, Xiaotang, Huang, Kaiqi, IEEE. Proxy Task Learning for Cross-Domain Person Re-Identification. 2020 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME)null. 2020, [45] Li, Qiaozhe, Zhao, Xin, He, Ran, Huang, Kaiqi. Recurrent Prediction With Spatio-Temporal Attention for Crowd Attribute Recognition. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2020, 2167-2177, [46] Huang, Houjing, Chen, Xiaotang, Huang, Kaiqi, IEEE. Human Parsing Based Alignment with Multi-Task Learning for Occluded Person Re-Identification. 2020 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME)null. 2020, [47] Li Qiaozhe, Zhao Xin, He Ran, Huang Kaiqi, AAAI. Visual-Semantic Graph Reasoning for Pedestrian Attribute Recognition. THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCEnull. 2019, 8634-8641, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000486572503022.
[48] Gao Naiyu, Shan Yanhu, Wang Yupei, Zhao Xin, Yu Yinan, Yang Ming, Huang Kaiqi. SSAP: Single-Shot Instance Segmentation With Affinity Pyramid. 2019, http://arxiv.org/abs/1909.01616.
[49] Li, Qiaozhe, Zhao, Xin, He, Ran, Huang, Kaiqi, AAAI. Visual-Semantic Graph Reasoning for Pedestrian Attribute Recognition. THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCEnull. 2019, 8634-8641, http://ir.ia.ac.cn/handle/173211/28374.
[50] Wu, Huikai, Zhang, Junge, Huang, Kaiqi. SparseMask: Differentiable Connectivity Learning for Dense Image Prediction. 2019, 6767-6776, http://arxiv.org/abs/1904.07642.
[51] Huang Kaiqi. Semi-supervised Lesion Detection with Reliable Label Propagation and Missing Label Mining. Chinese Conference on Pattern Recognition and Computer Vision. 2019, [52] Li Qiaozhe, Zhao Xin, He Ran, Huang Kaiqi. Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation. 2019, http://www.irgrid.ac.cn/handle/1471x/6862432.
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[123] 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, 21(5): 556-564, [124] 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)null. 2016, 752-760, [125] Yanhua Cheng, Xin Zhao, Rui Cai, Zhiwei Li, Kaiqi Huang, Yong Rui. Semi-supervised Multimodal Deep Learning for RGB-D Object Recognition. PROC. INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE 2016null. 2016, 3345-3351, http://ir.ia.ac.cn/handle/173211/12675.
[126] Cheng, Yanhua, Zhao, Xin, Huang, Kaiqi, Tan, Tieniu. Semi-supervised learning and feature evaluation for RGB-D object recognition. COMPUTER VISION AND IMAGE UNDERSTANDING[J]. 2015, 139: 149-160, http://dx.doi.org/10.1016/j.cviu.2015.05.007.
[127] Zhang, Junge, Shan, Yanhu, Huang, Kaiqi. ISEE Smart Home (ISH): Smart video analysis for home security. NEUROCOMPUTING[J]. 2015, 149(149): 752-766, http://dx.doi.org/10.1016/j.neucom.2014.08.002.
[128] Wang, Chong, Huang, Kaiqi. How to use Bag-of-Words model better for image classification. IMAGE AND VISION COMPUTING[J]. 2015, 38: 65-74, http://dx.doi.org/10.1016/j.imavis.2014.10.013.
[129] 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)null. 2015, 1976-1984, [130] 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, 38(6): 1093-1118, http://lib.cqvip.com/Qikan/Article/Detail?id=665892774.
[131] Cheng, Yanhua, Cai, Rui, Zhang, Chi, Li, Zhiwei, Zhao, Xin, Huang, Kaiqi, Rui, Yong, IEEE. Query Adaptive Similarity Measure for RGB-D Object Recognition. 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV)null. 2015, 145-153, [132] Dangwei Li, Xiaotang Chen, Kaiqi Huang. Multi-attribute Learning for Pedestrian Attribute Recognition in Surveillance Scenarios. PROC. ASIAN CONFERENCE ON PATTERN RECOGNITION 2015null. 2015, 1-5, http://ir.ia.ac.cn/handle/173211/12681.
[133] Shan, Yanhu, Zhang, Zhang, Yang, Peipei, Huang, Kaiqi. Adaptive Slice Representation for Human Action Classification. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2015, 25(10): 1624-1636, http://dx.doi.org/10.1109/TCSVT.2014.2376136.
[134] Cao, Lijun, Zhang, Xu, Ren, Weiqiang, Huang, Kaiqi. Large scale crowd analysis based on convolutional neural network. PATTERN RECOGNITION[J]. 2015, 48(10): 3016-3024, https://www.webofscience.com/wos/woscc/full-record/WOS:000357246100006.
[135] Kaiqi Huang, Yueying Kao, Chong Wang. Visual Aesthetic Quality Assessment with a Regression Model. PROC. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING 2015null. 2015, 1583-1587, http://ir.ia.ac.cn/handle/173211/12677.
[136] Yanhua Cheng, Rui Cai, Chi Zhang, Zhiwei Li, Xin Zhao, Kaiqi Huang, Yong Rui. Query Adaptive Similarity Measure for RGB-D Object Recognition. PROC. INTERNATIONAL CONFERENCE ON COMPUTER VISION 2015null. 2015, 145-153, http://ir.ia.ac.cn/handle/173211/12680.
[137] Ding, Jianwei, Tang, Yunqi, Liu, Wei, Huang, Yongzhen, Huang, Kaiqi. Tracking by local structural manifold learning in a new SSIR particle filter. NEUROCOMPUTING[J]. 2015, 161: 277-289, http://dx.doi.org/10.1016/j.neucom.2015.02.027.
[138] Huang, Kaiqi, Wang, Chong, Tao, Dacheng. High-Order Topology Modeling of Visual Words for Image Classification. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2015, 24(11): http://dx.doi.org/10.1109/TIP.2015.2449081.
[139] Wang, Chong, Huang, KaiQi. VFM: Visual Feedback Model for Robust Object Recognition. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY[J]. 2015, 30(2): 325-339, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=5367823&detailType=1.
[140] Liu Kangwei, Huang Kaiqi, Huang Kaiqi, Yang Peipei, Zhang Junge. GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITIONnull. 2015, http://ir.ia.ac.cn/handle/173211/11828.
[141] Kaiqi Huang, 付连锐, Junge Zhang. Beyond Tree Structure Models: A New Occlusion Aware Graphical Model for Human Pose Estimation. PROCEEDING OF IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISIONnull. 2015, 1976-1984, http://ir.ia.ac.cn/handle/173211/11648.
[142] Wang, Chong, Huang, Kaiqi, Ren, Weiqiang, Zhang, Junge, Maybank, Steve. Large-Scale Weakly Supervised Object Localization via Latent Category Learning. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2015, 24(4): 1371-1385, http://dx.doi.org/10.1109/TIP.2015.2396361.
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[150] 张俊格, 黄凯奇, 谭铁牛, 黄凯奇, 刘康伟. Deformable Object Matching via Deformation Decomposition based 2D Label MRF. IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITIONnull. 2014, http://ir.ia.ac.cn/handle/173211/11827.
[151] Kaiqi Huang, Weihua Chen, Xu Zhang, Lijun Cao. License Plate Localization With Efficient Markov Chain Monte Carlo. PROCEEDING OF INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICEnull. 2014, http://ir.ia.ac.cn/handle/173211/11838.
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[158] 黄凯奇, 张俊格, 刘康伟, 黄凯奇. Improved Optimization Based on Graph Cuts for Discrete Energy Minimization. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITIONnull. 2014, http://ir.ia.ac.cn/handle/173211/11829.
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[163] Zhang, Zhaoxiang, Tan, Tieniu, Huang, Kaiqi, Wang, Yunhong. Practical Camera Calibration From Moving Objects for Traffic Scene Surveillance. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2013, 23(3): 518-533, https://www.webofscience.com/wos/woscc/full-record/WOS:000317392600013.
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[202] Kaiqi Huang, Shuai Zheng, Yinan Yu, Junge Zhang, Tieniu Tan. An Empirical Study of Visual Features for Part Based Model. PATTERN RECOGNITION,2011null. 2011, 219-223, http://ir.ia.ac.cn/handle/173211/12696.
[203] 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)null. 2011, 542-553, http://ir.ia.ac.cn/handle/173211/5355.
[204] Huang Kaiqi. Cast Shadow Removal Using MRF Based on Hierarchical Information. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT),. 2011, [205] Kaiqi Huang, Junge Zhang, Tieniu Tan. Boosted Local Structured HOG-LBP for Object Localization. IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2011, 1393-1400, http://ir.ia.ac.cn/handle/173211/5385.
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[207] Tieniu Tan, Kaiqi Huang, Xin Zhao. A comparison study on kernel based online learning for moving object classification. CONFERENCE ON INTELLIGENT VISUAL SURVEILLANCE,2011null. 2011, 17-20, http://ir.ia.ac.cn/handle/173211/12699.
[208] Xiaotang Chen, Tieniu Tan, Kaiqi Huang. Direction-based Stochastic Matching for Pedestrian Recognition in Non- overlapping Cameras. PROC. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSINGnull. 2011, 2065-2068, http://ir.ia.ac.cn/handle/173211/13832.
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[210] 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)null. 2011, 629-638, http://ir.ia.ac.cn/handle/173211/5371.
[211] Tan Tieniu, Huang Kaiqi. Evaluation framework on translation-invariant representation for cumulative foot pressure image. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2011, 201-204, http://ir.ia.ac.cn/handle/173211/5364.
[212] Huang, Yongzhen, Huang, Kaiqi, Yu, Yinan, Tan, Tieniu, IEEE. Salient Coding for Image Classification. 2011IEEECONFERENCEONCOMPUTERVISIONANDPATTERNRECOGNITIONCVPRnull. 2011, 1753-1760, [213] Huang Kaiqi, Tan Tieniu. Partial least squares based subwindow search for pedestrian detection. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2011, 3565-3568, http://ir.ia.ac.cn/handle/173211/5374.
[214] 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)null. 2011, 1393-1400, [215] Tieniu Tan, Xin Zhao, Jianwei Ding, Kaiqi Huang. Robust Moving Object Segmentation with Two Stage Optimization. PATTERN RECOGNITION,2011null. 2011, 149-153, http://ir.ia.ac.cn/handle/173211/12697.
[216] Huang, Kaiqi, Tan, Tieniu. Vs-star: A visual interpretation system for visual surveillance. PATTERN RECOGNITION LETTERS[J]. 2010, 31(14): 2265-2285, http://dx.doi.org/10.1016/j.patrec.2010.05.029.
[217] Zhaoxiang Zhang, Kaiqi Huang, Tieniu Tan, Yunhong Wang. 3D Model Based Vehicle Tracking Using Gradient Based Fitness Evaluation under Particle Filter Framework. ICPR 2010null. 2010, http://ir.ia.ac.cn/handle/173211/13245.
[218] Kaiqi Huang, Yunhong Wang, Tieniu Tan, Zhaoxiang Zhang. 3D Model Based Vehicle Tracking by Optimizing Gradient Based Fitness Evaluation. ICPR2010null. 2010, 1771-1774, http://ir.ia.ac.cn/handle/173211/12700.
[219] Huang Kaiqi, Tan Tieniu. Human action recognition with pose similarity. CHINESE CONFERENCE ON PATTERN RECOGNITION (CCPR)null. 2010, 804-808, http://ir.ia.ac.cn/handle/173211/5370.
[220] Yu, Yinan, Huang, Kaiqi, Tan, Tieniu, Zha, HB, Taniguchi, RI, Maybank, S. A Harris-Like Scale Invariant Feature Detector. COMPUTERVISIONACCV2009PTIInull. 2010, 5995: 586-595, [221] Tieniu Tan, Shuai Zheng, Kaiqi Huang. Translation-invariant feature representation for cumulative foot pressure images. PROC. CHINESE KOREA JAPAN WORKSHOP ON PATTERN RECOGNITIONnull. 2010, 221-225, http://ir.ia.ac.cn/handle/173211/13836.
[222] 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)null. 2010, 3541-3544, http://ir.ia.ac.cn/handle/173211/5377.
[223] Congwen Gao, Kaiqi Huang, Tieniu Tan. Improvements on MID Based Foreground Segmentation Using Optical Flow. PROC. CJK JOINT WORKSHOP ON PATTERN RECOGNITIONnull. 2010, 154-159, http://ir.ia.ac.cn/handle/173211/13837.
[224] 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, 40(1): 253-263, http://ir.ia.ac.cn/handle/173211/12729.
[225] 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 1-6null. 2009, 4113-4116, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000280464301472.
[226] Tao, Dacheng, Yuan, Yuan, Shen, Jialie, Huang, Kaiqi, Li, Xuelong. Visual information analysis for security. SIGNAL PROCESSING. 2009, 89(12): 2311-2312, http://dx.doi.org/10.1016/j.sigpro.2009.06.023.
[227] 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 PROCESSINGnull. 2009, 1121-1124, http://ir.ia.ac.cn/handle/173211/13840.
[228] 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,2009null. 2009, 1793-1796, http://ir.ia.ac.cn/handle/173211/12705.
[229] 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, 39(4): 1028-1035, http://dx.doi.org/10.1109/TSMCB.2008.2011815.
[230] 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 1-6null. 2009, 4133-+, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000280464301477.
[231] Dacheng Tao, Wei Chen, Kaiqi Huang, Tieniu Tan. A Convergent Solution to Two Dimensional Linear Discriminant Analysis. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2009null. 2009, 4133-4136, http://ir.ia.ac.cn/handle/173211/12701.
[232] 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,2009null. 2009, 2545-2548, http://ir.ia.ac.cn/handle/173211/12706.
[233] 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 1-6null. 2009, 1113-1116, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000280464300278.
[234] 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 ONnull. 2009, 1-4, http://ir.ia.ac.cn/handle/173211/12713.
[235] 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,2009null. 2009, 1113-1116, http://ir.ia.ac.cn/handle/173211/12702.
[236] Tieniu Tan, Yeyin Zhang, Kaiqi Huang, Yongzhen Huang. View-invariant Action Recognition Using Cross Ratios Across Frames. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2009null. 2009, 3549-, http://ir.ia.ac.cn/handle/173211/12707.
[237] Zhaoxiang Zhang, Kaiqi Huang, Tieniu Tan. Pyramidal statistics of oriented filtering for robust pedestrian detection. INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCV WORKSHOPS)null. 2009, 1153-1160, http://ir.ia.ac.cn/handle/173211/5375.
[238] Huang, Yongzhen, Huang, Kaiqi, Tan, Tieniu, IEEE. COMPUTATIONAL PRIMITIVES OF VISUAL PERCEPTION. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6null. 2009, 1793-1800, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000280464300444.
[239] Kui Jia, Shiqi Yu, Tieniu Tan, Kaiqi Huang, Xinyu Wu. A Study on Gait based Gender Classification. IEEE TRANS. ON IMAGE PROCESSING[J]. 2009, 18(8): 1905-1910, http://ir.ia.ac.cn/handle/173211/13624.
[240] Kaiqi Huang, Min Li, Zhaoxiang Zhang, Tieniu Tan. Robust Visual Tracking Based on Simplified Biologically Inspired Features. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2009null. 2009, 4113-4116, http://ir.ia.ac.cn/handle/173211/12703.
[241] 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,2009null. 2009, 1121-1124, http://ir.ia.ac.cn/handle/173211/12704.
[242] Yu, Shiqi, Tan, Tieniu, Huang, Kaiqi, Jia, Kui, Wu, Xinyu. A Study on Gait-Based Gender Classification. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2009, 18(8): 1905-1910, http://www.irgrid.ac.cn/handle/1471x/974847.
[243] 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 1-12null. 2008, 2000-+, [244] 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 2008null. 2008, 1-8, http://ir.ia.ac.cn/handle/173211/12708.
[245] Tieniu Tan, Yongzhen Huang, Kaiqi Huang, Liangsheng Wang, Dacheng Tao, Xuelong Li. Enhanced Biologically Inspired Model. IEEE CONFERENCE ON COMPUTER VISION & PATTERN RECOGNITION 2008null. 2008, 1-8, http://ir.ia.ac.cn/handle/173211/12710.
[246] Yinghao Cai, Kaiqi Huang, Tieniu Tan. Matching Tracking Sequences Across Widely Separated Cameras. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSINGnull. 2008, http://ir.ia.ac.cn/handle/173211/10986.
[247] 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 2008null. 2008, 1-8, http://ir.ia.ac.cn/handle/173211/12711.
[248] 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 SURVEILLANCEnull. 2008, http://ir.ia.ac.cn/handle/173211/13852.
[249] 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 1-6null. 2008, 3918-3921, [250] Cai Yinghao, Huang Kaiqi, Tan Tieniu, IEEE. MATCHING TRACKING SEQUENCES ACROSS WIDELY SEPARATED CAMERAS. 2008 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGSnull. 2008, 769-772, [251] Yinghao Cai, Kaiqi Huang, Tieniu Tan. Human Appearance Matching Across Multiple Non-overlapping Cameras. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITIONnull. 2008, http://ir.ia.ac.cn/handle/173211/10987.
[252] 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 1-12null. 2008, 3405-3412, [253] 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 ONnull. 2008, 1-4, http://ir.ia.ac.cn/handle/173211/12715.
[254] Cai, Yinghao, Huang, Kaiqi, Tan, Tieniu, IEEE. Human Appearance Matching Across Multiple Non-overlapping Cameras. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6null. 2008, 1994-1997, [255] 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 2008null. 2008, 1-9, http://ir.ia.ac.cn/handle/173211/12709.
[256] 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) 2008null. 2008, http://ir.ia.ac.cn/handle/173211/12666.
[257] Huang Kaiqi. A Real-time Detecting Tracking Distant Objects System for Night Surveillance. Pattern Recognition(PR）. 2008, [258] 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 2008null. 2008, 1364-1367, http://ir.ia.ac.cn/handle/173211/12712.
[259] 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 1-5null. 2008, 1364-1367, [260] 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, PROCEEDINGSnull. 2008, 5304: 738-751, [261] 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 ONnull. 2008, 1-4, http://ir.ia.ac.cn/handle/173211/12714.
[262] 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 1-6null. 2008, 1998-2001, [263] 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 1-6null. 2008, 1642-1645, [264] 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 RECOGNITIONnull. 2007, http://ir.ia.ac.cn/handle/173211/13870.
[265] Daoliang Tan, Kaiqi Huang, Tieniu Tan. Night Human Recognition based on Infrared Camera. CVPR WORKSHOP ON THE SEVENTH INTERNATIONAL WORKSHOP ON VISUAL SURVEILLANCEnull. 2007, 1-8, http://ir.ia.ac.cn/handle/173211/12725.
[266] Liu Zhou, Tieniu Tan, Kaiqi Huang. Cast Shadow Removal Combining Local and Global Features. CVPR WORKSHOP ON THE SEVENTH INTERNATIONAL WORKSHOP ON VISUAL SURVEILLANCEnull. 2007, 1-8, http://ir.ia.ac.cn/handle/173211/12724.
[267] 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, PROCEEDINGSnull. 2007, 4843: 667-677, [268] 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) 2007null. 2007, http://ir.ia.ac.cn/handle/173211/12667.
[269] 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 1-8null. 2007, 3797-+, [270] Tieniu Tan, Kaiqi Huang, Ying Wang. Multi-view Gymnastic Activity Recognition with Fused HMM. THE 8TH ASIAN CONFERENCE ON COMPUTER VISIONnull. 2007, 667-677, http://ir.ia.ac.cn/handle/173211/12716.
[271] Wang Ying, Huang Kaiqi, Tan Tieniu, IEEE. Human activity recognition based on R transform. 2007 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-8null. 2007, 3782-+, [272] 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 1-8null. 2007, 3843-+, [273] Tan Daoliang, Huang Kaiqi, Yu Shiqi, Tan Tieniu, IEEE. Orthogonal diagonal projections for gait recognition. 2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7null. 2007, 337-340, [274] Shiqi Yu, Tieniu Tan, Kaiqi Huang, Daoliang Tan. Uniprojective Features for Gait Recognition. INTERNATIONAL CONFERENCE ON ADVANCES IN BIOMETRICS,2007null. 2007, 673-682, http://ir.ia.ac.cn/handle/173211/12721.
[275] Ying Wang, Kaiqi Huang, Tieniu Tan. Abnormal Activity Recognition in Office Based on R Transform. PROC. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSINGnull. 2007, 341-344, http://ir.ia.ac.cn/handle/173211/13861.
[276] 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,2007null. 2007, 341-344, http://ir.ia.ac.cn/handle/173211/12718.
[277] 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 1-7null. 2007, 2401-2404, [278] Kaiqi Huang, Shiqi Yu, Tieniu Tan, Daoliang Tan. Orthogonal Diagonal Projections for Gait Recognition. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2007null. 2007, 337-340, http://ir.ia.ac.cn/handle/173211/12719.
[279] Yinghao Cai, Wei Chen, Kaiqi Huang, Tieniu Tan. Continuously Tracking Objects Across Multiple Widely Separated Cameras. THE 8TH ASIAN CONFERENCE ON COMPUTER VISIONnull. 2007, http://ir.ia.ac.cn/handle/173211/10988.
[280] Shiqi Yu, Kaiqi Huang, Daoliang Tan, Tieniu Tan. Walker Recognition without Gait Cycle Estimation. INTERNATIONAL CONFERENCE ON ADVANCES IN BIOMETRICS,2007null. 2007, 222-231, http://ir.ia.ac.cn/handle/173211/12722.
[281] Tan Daoliang, Yu Shiqi, Huang Kaiqi, Tan Tieniu, Lee SW, Li SZ. Walker recognition without gait cycle estimation. ADVANCES IN BIOMETRICS, PROCEEDINGSnull. 2007, 4642: 222-+, [282] Daoliang Tan, Kaiqi Huang, Shiqi Yu, Tieniu Tan. Uniprojective Features for Gait Recognition. PROC. INTERNATIONAL CONFERENCE OF BIOMETRICSnull. 2007, 673-682, http://ir.ia.ac.cn/handle/173211/13881.
[283] Zhou Liu, Kaiqi Huang, Tieniu Tan, Liangsheng Wang. Shadow Detection Combining Local and Global Features. PROC. IEEE INTERNATIONAL WORKSHOP ON VISUAL SURVEILLANCEnull. 2007, 1-8, http://ir.ia.ac.cn/handle/173211/13874.
[284] 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, PROCEEDINGSnull. 2007, 4843: 843-852, [285] 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, PROCEEDINGSnull. 2007, 4642: 338-+, [286] 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 1-8null. 2007, 3819-+, [287] Kaiqi Huang, Tieniu Tan, Ying Wang. Group Activity Recognition based on ARMA Shape Sequence Modeling. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2007null. 2007, 209-212, http://ir.ia.ac.cn/handle/173211/12717.
[288] Tan Daoliang, Huang Kaiqi, Yu Shiqi, Tan Tieniu, Lee SW, Li SZ. Uniprojective features for gait recognition. ADVANCES IN BIOMETRICS, PROCEEDINGSnull. 2007, 4642: 673-+, [289] Wang Ying, Huang Kaiqi, Tan Tieniu, IEEE. Abnormal activity recognition in office based on R transform. 2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7null. 2007, 341-344, [290] Tieniu Tan, Kaiqi Huang, Shiqi Yu. Reducing the Effect of Noise on Human Contour in Gait Recognition. IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING,2007null. 2007, 338-346, http://ir.ia.ac.cn/handle/173211/12720.
[291] 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 SURVEILLANCEnull. 2007, 1-8, http://ir.ia.ac.cn/handle/173211/12726.
[292] Kaiqi Huang, Tieniu Tan, Wang Ying. Human Activity Recognition Based on R Transform. CVPR WORKSHOP ON THE SEVENTH INTERNATIONAL WORKSHOP ON VISUAL SURVEILLANCEnull. 2007, 1-8, http://ir.ia.ac.cn/handle/173211/12723.
[293] Liangsheng Wang, Zhou Liu, Kaiqi Huang, Tieniu Tan. Cast Shadow Removal with GMM for Surface Reflectance Component. 2006, 727-730, http://ir.ia.ac.cn/handle/173211/12727.
[294] 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, 1135-+, [295] Yinghao Cai, Kaiqi Huang, Yunhong Wang, Tieniu Tan. Context Enhancement of Nighttime Surveillance by Image Fusion. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITIONnull. 2006, http://ir.ia.ac.cn/handle/173211/10990.
[296] 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, PROCEEDINGSnull. 2006, 727-+, [297] 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) 2016null. 2006, http://ir.ia.ac.cn/handle/173211/12668.
[298] 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, 103(1): 52-63, http://dx.doi.org/10.1016/j.cviu.2006.02.007.
[299] Xingzhou Lou, Qiyue Yin, Junge Zhang, Chao Yu, Zhaofeng He, Nengjie Cheng, Kaiqi Huang. Offline Reinforcement Learning with Representations for Actions. INFORMATION SCIENCES. http://dx.doi.org/10.1016/j.ins.2022.08.019.

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

（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

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  

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