General
电子邮件:jqwang@nlpr.ia.ac.cn
通信地址:中科院自动化研究所模式识别国家重点实验室
邮政编码:100190
电话号码:82544705
主页:http://www.nlpr.ia.ac.cn/iva/homepage/jqwang/index.htm




His research interests include pattern recognition and machine learning, image and video processing, mobile multimedia, and intelligent video surveillance. He has published over 120 journal and conference papers in these fields, and has widely published at highly ranked international journals, such as IEEE Transactions on Image Processing (TIP), IEEE Transactions on Multimedia (TMM), ACM Transactions on Multimedia Computing, Communications and Applications (ACM TOMCCAP), and Pattern Recognition (PR), and leading international conferences, such as ACM Multimedia (ACM MM), Computer Vision and Pattern Recognition (CVPR) and International Conference on Computer Vision (ICCV).

Research Areas

1. Big image/video data analysis and retrieval
2. Object detection,tracking and recognition
3. Intelligent video surveillance application
4. Mobile media computing and retrival

Education

JinqiaoWang received the M.S. degree in 2004 from Tianjin University, China. He received the Ph.D. degree in pattern recognition and intelligence systems from the National Laboratory of Pattern Recognition, Chinese Academy of Sciences, in 2008.

Publications

Selected conference and journal papers
2015

[1] Jun Luo, Jinqiao Wang, Huazhong Xu, Hanqing Lu: A Real-Time People Counting Approach in Indoor Environment, MMM 2015
2014

[1] Wei Fu, Jinqiao Wang, Liangke Gui, Hanqing Lu, Songde Ma: Online video synopsis of structured motion. Neurocomputing 135: 155-162 (2014)
[2] Lifang Wu, Lianchao Cao, Min Xu, Jinqiao Wang: A Hybrid Image Retargeting Approach via Combining Seam Carving and Grid Warping. Journal of Multimedia 9(4): 483-492 (2014)
[3] Min Xu, Jinqiao Wang, Xiangjian He, Jesse S. Jin, Suhuai Luo, Hanqing Lu: A three-level framework for affective content analysis and its case studies. Multimedia Tools Appl. 70(2): 757-779 (2014)
[4] Jinqiao Wang, Bo Wang, Ling-Yu Duan, Qi Tian, Hanqing Lu: Interactive ads recommendation with contextual search on product topic space. Multimedia Tools Appl. 70(2): 799-820 (2014)
[5] Xiaobin Zhu, Jing Liu, Jinqiao Wang, Hanqing Lu: Key observation selection-based effective video synopsis for camera network. Mach. Vis. Appl. 25(1): 145-157 (2014)
[6] Xiaobin Zhu, Jing Liu, Jinqiao Wang, Changsheng Li, Hanqing Lu: Sparse representation for robust abnormality detection in crowded scenes. Pattern Recognition 47(5): 1791-1799 (2014)
[7] Jinqiao Wang, Min Xu, Xiangjian He, Hanqing Lu, Doan Hoang: A hybrid domain enhanced framework for video retargeting with spatial-temporal importance and 3D grid optimization. Signal Processing 94: 33-47 (2014)
[8] Bing Li, Ling-Yu Duan, Jinqiao Wang, Rongrong Ji, Chia-Wen Lin, Wen Gao: Spatiotemporal Grid Flow for Video Retargeting. IEEE Transactions on Image Processing 23(4): 1615-1628 (2014)
[9] Jian Cheng, Ting Yuan, Jinqiao Wang, Hanqing Lu: Group latent factor model for recommendation with multiple user behaviors. SIGIR 2014: 995-998
[10] Guibo Zhu, Jinqiao Wang, Chaoyang Zhao, Hanqing Lu: Part Context Learning for Visual Tracking, BMVC 2014, (oral, 7.7% )
[11] Chaoyang Zhao, Wei Fu, Jinqiao Wang, Xiao Bai, Qingshan Liu, Hanqing Lu: Discriminative Context Models for Collective Activity Recognition, ICPR 2014
[12] Yuchen Jing, Xiuzhen Zhang, Lifang Wu,Jinqiao Wang, Zemeng Feng, Dan Wang: Recommendation for Communities on Flickr Combining User Ratings and Item Importance, ICME 2014
[13] Chaoyang Zhao, Jinqiao Wang, Chengli Xie, Hanqing Lu: A Coarse-To-Fine Logo Recognition Method In Video Streams, ICME 2014
[14] Yuan Gao, Lifang Wu, Yuxin Mao, Jinqiao Wang: A Curvature Filter and Normal Clustering Based Approach to Detecting Cylinder on 3D Medical Model. PCM 2014: 221-226
[15] Jinqiao Wang, Wei Fu, Jingjing Liu, Hanqing Lu: Spatiotemporal Group Context for Pedestrian Counting. IEEE Trans. Circuits Syst. Video Techn. 24(9): 1620-1630,2014
[16] Guibo Zhu, Jinqiao Wang, Hanqing Lu: Clustering Ensemble Tracking, ACCV 2014
[17] Bingyuan Liu, Jing Liu, Jinqiao Wang, Hanqing Lu: Learning a Representative and Discriminative Part Model with Deep Convolutional Features for Scene Recognition, ACCV 2014
[18] Jianlong Fu, Jinqiao Wang, Tao Mei, Yong Rui, Hanqing Lu: What Visual Attributes Characterize an Object Class ?, ACCV 2014
[19] Kezhen Teng, Jinqiao Wang, Hanqing Lu: Mask Assisted Object Coding with Deep Learning for Object Retrieval in Surveillance Videos, ACM Multimedia 2014
[20] Huiying Liu, Min Xu, Xiangjian He, Jinqiao Wang: Estimate Gaze Density by Incorporating Emotion, ACM Multimedia 2014
[21] Guibo Zhu, Jinqiao Wang, Hanqing Lu: Object Tracking with Part-Based Discriminative Context Models, ICIP 2014
[22] Haiyun Guo, Kezhen Teng, Jinqiao Wang: Video Copy Retrieval Based on Local Context Descriptor, HHME 2014
2013

[1] Wei Fu, Jinqiao Wang, Hanqing Lu, Songde Ma: Dynamic scene understanding by improved sparse topical coding. Pattern Recognition 46(7): 1841-1850 (2013)
[2] Zhan Qu, Jinqiao Wang, Min Xu, Hanqing Lu: Context-Aware Video Retargeting via Graph Model. IEEE Transactions on Multimedia 15(7): 1677-1687 (2013)
[3] Bo Wang, Jinqiao Wang, Hanqing Lu: Exploiting content relevance and social relevance for personalized ad recommendation on internet TV. TOMCCAP 9(4): 26 (2013)
[4] Xian Wang, Jinqiao Wang: Brand Image Detection in Broadcast Video Streams. ICIG 2013: 852-856
[5] Kezhen Teng, Jinqiao Wang: Classification Related Manifold Dimension Estimation with Restricted Boltzmann Machine. ICIG 2013: 857-862
[6] Kezhen Teng, Jinqiao Wang, Qi Tian, Hanqing Lu: Improving scene classification with weakly spatial symmetry information. ICIP 2013: 3259-3263
[7] Biao Niu, Yifan Zhang, Jinqiao Wang, Jian Cheng, Hanqing Lu: Subspace learning based active learning for image retrieval. ICME Workshops 2013: 1-4
[8] Guibo Zhu, Jinqiao Wang, Changsheng Li, Hanqing Lu: Collaborative Tracking: Dynamically Fusing Short-Term Trackers and Long-Term Detector. MMM (2) 2013: 457-467
[9] Chengyue Sun, Qi Zou, Wei Fu, Jinqiao Wang: Multiple Hypotheses Based Spatial-Temporal Association for Stable Pedestrian Counting. PCM 2013: 803-810

2012

[1] Yi Wu, Jian Cheng, Jinqiao Wang, Hanqing Lu, Jun Wang, Haibin Ling, Erik Blasch, Li Bai. Real-Time Probabilistic Covariance Tracking With Efficient Model Update. IEEE Transactions on Image Processing (TIP), 21(5), pp2824-2837, 2012.
[2] Xian Xiao, Changsheng Xu, Jinqiao Wang and Min Xu. Enhanced 3D Modeling for Landmark Image Classification, IEEE Transaction on Multimedia (TMM), 2012.
[3] Wei Fu, Jinqiao Wang, Chaoyang Zhao, Hanqing Lu and Songde ma, Object-centered Narrative for Surveillance Video, International Conference on Image and Processing (ICIP), 2012,pp29-32.
[4] Zhan Qu, Jinqiao Wang, Min Xu, Hanqing Lu, A Grid Based Resizing Framework via Combining Warping and Cropping. International Conference on Image and Processing (ICIP), 2012, pp2997-3000.
[5] Xiaobin Zhu, Jing Liu, Jinqiao Wang, Yikai Fang, Hanqing Lu, Abnormal Detection in Crowd Scene Via Appearance and Dynamics Joint Modeling. International Conference on Image and Processing (ICIP), 2012,pp2525-2531.
[6] Wei Fu, Jinqiao Wang, Zechao Li, Hanqing Lu and Songde Ma, Learning Semantic Motion Patterns for Dynamic Scenes by Improved Sparse Topical Coding, IEEE International Conference on Multimedia and Expo (ICME), 2012,pp296-301.
[7] Zi Ye, Jinqiao Wang, Zhenchong Wang, Hanqing Lu: Multiple features fusion for crowd density estimation. International Conference on Internet Multimedia Computing and Service (ICIMCS),2012, pp42-45.
[8] Yu Peng, Suhuai Luo, Min Xu, Zefeng Ni, Jesse S. Jin, Jinqiao Wang, Gang Zhao: Bag of features using sparse coding for gender classification. International Conference on Internet Multimedia Computing and Service (ICIMCS), 2012, pp80-83
[9] Lianchao Cao, Lifang Wu, Jinqiao Wang: Fast seam carving with strip constraints. International Conference on Internet Multimedia Computing and Service (ICIMCS), 2012,pp148-152.
[10] Jianlong Fu, Jinqiao Wang, Yifan Zhang, Hanqing Lu: Point-context descriptor based region search for logo recognition. International Conference on Internet Multimedia Computing and Service (ICIMCS), 2012,pp188-191.
[11] Chengli Xie, Jinqiao Wang, Yifan Zhang, Hanqing Lu: Real-time multiple object instances detection. ACM Multimedia 2012, pp1301-1302.
[12] Jianlong Fu, Jinqiao Wang, Zechao Li, Min Xu, Hanqing Lu, Efficient Clothing Retrieval with Semantic-Preserving Visual Phrases, Asian Conference on Computer Vision (ACCV),2012,PT1-14.
[13] Zhan Qu, Jinqiao Wang, MinXu, Hanqing Lu, Fusing Warping, Cropping, and Scaling for Optimal Image Thumbnail Generation, Asian Conference on Computer Vision (ACCV),2012, pp.
[14] Xiaobin Zhu, Jing Liu, Jinqiao Wang, Wei Fu, Hanqing Lu, Weighted Interaction Force Estimation for Abnormality Detection in Crowd Scenes, Asian Conference on Computer Vision (ACCV), 2012,pp.

2011

[1] Shi Chen, Jinqiao Wang, Yi Ouyang, Bo Wang, Changsheng Xu, Hanqing Lu, Boosting learners toward effective object detection, Computer Vision and Image Understanding, Vol,115(3), pp364-374, 2011.
[2] Ling-yu Duan, Jinqiao Wang, Wen Gao, Hanqing Lu, Jesse S. Jin and Changsheng Xu, Linking Traditional TV Advertising to Internet Advertising, IGI Global Press 2011.(BOOK Chapter)
[3] Yang Zhang, Jinqiao Wang, Wei Fu, Hanqing Lu, Huazhong Xu: Specific vehicle detection and tracking in road environment. International Conference on Internet Multimedia Computing and Service (ICIMCS), pp182-186, 2011.
[4] Min Xu, Jinqiao Wang, Muhammad Abul Hasan, Xiangjian He, Changsheng Xu, Hanqing Lu, Jesse S. Jin: Using context saliency for movie shot classification. International Conference on Image Processing (ICIP), pp3653-3656, 2011.
[5] Bing Li, Yiming Chen, Jinqiao Wang, Ling-Yu Duan, Wen Gao: Fast retargeting with adaptive grid optimization. IEEE International Conference on Multimedia and Expo (ICME), pp1-4, 2011.
[6] Jingjing Liu, Jinqiao Wang, Hanqing Lu: Adaptive Model for Robust Pedestrian Counting. International Conference on Multimedia Modeling (MMM), pp 481-491, 2011.
[7] Bing Li, Ling-Yu Duan, Jinqiao Wang, Jie Chen, Rongrong Ji, Wen Gao: Grid-Based Retargeting with Transformation Consistency Smoothing. International Conference on Multimedia Modeling (MMM), pp12-24, 2011.
[8] Chengli Xie, Jianguo Li, Tao Wang, Jinqiao Wang, Hanqing Lu, Real-time Cascade Template Matching for Object Instance Detection. The 2011 Pacific-Rim Conference on Multimedia (PCM) 2011.
[9] Lifang Wu, Lianchao Cao, Jinqiao Wang, Shuqin Liu, Content Aware Metric for Image Resizing Assessment. The 2011 Pacific-Rim Conference on Multimedia (PCM) 2011.
[10] Wei Fu, Jinqiao Wang, Xiaobin Zhu Hanqing Lu and Songde ma, Video Reshuffling with Narratives toward Effective Video Browsing, 2011 Sixth International Conference on Image and Graphics (ICIG), pp821 – 826, 2011.
[11] Xianbin Zhu, Jing Liu, Jinqiao Wang, Wei Fu, Hanqing Lu. Global Trajectory Construction across Multi-Cameras via Graph Matching. 2011 Sixth International Conference on Image and Graphics (ICIG), pp801 – 806, 2011.

2010

[1] Jianlong Fu, Jinqiao Wang, and Hanqing Lu, Effective Logo Retrieval with Adaptive Local Feature Selection. ACM Multimedia Conference (MM), pp 971-974, 2010.
[2] Shi Chen, Jinqiao Wang, Yang Liu, Changsheng Xu, Hanqing Lu. Fast Feature Selection and Training for AdaBoost-based Concept Detection with Large Scale Datasets. ACM Multimedia Conference (MM), pp 1179-1182, 2010.
[3] Xiao Xian, Changsheng Xu, Jinqiao Wang, Landmark Image Classification Using 3D Point Clouds, ACM Multimedia Conference (MM), pp821 – 826, 2010.
[4] Shi Chen, Jinqiao Wang, Yi Ouyang, Bo Wang, Qi Tian, Hanqing Lu. Multi-level Trajectory modeling For Video Copy Detection. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp 2378-2381, 2010.
[5] Jie Yang, Jinqiao Wang, and Hanqing Lu. People Detection by Boosting Features in Nonlinear Subspace. The 2010 Pacific-Rim Conference on Multimedia (PCM), pp 227-235, 2010.
[6] Shi Chen, Jinqiao Wang, Bo Wang, Ling-Yu Duan, Qi Tian, Hanqing Lu. AdVR: Linking Ad Video with Products or Service. International Conference on Multimedia Modeling (MMM), pp776-778, 2010.
[7] Bo Wang, Jinqiao Wang, Ling-Yu Duan, Qi Tian, Hanqing Lu, Wen Gao. Interactive Web Video Advertising with Context Analysis and Search. IEEE conference on Pattern Recognition (ICPR), pp3252-3255, 2010.
[8] Bo Wang, Jinqiao Wang, Ling-Yu Duan, Qi Tian, Hanqing Lu. Interactive Service Recommendation based on Ad Concept Hierarchy. International Conference on Internet Multimedia Computing and Service (ICIMCS), pp87-90, 2010.
[9] Lili Ma, Jing Liu, Jinqiao Wang, Jian Cheng, Hanqing Lu. A Improved Silhouette Tracking Approach Integrating Particle Filter with Graph Cuts. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp1142-1145, 2010.
[10] Lili Ma, Jian Cheng, Jing Liu, Jinqiao Wang, Hanqing Lu: Visual Attention Model Based Object Tracking. The 2010 Pacific-Rim Conference on Multimedia (PCM), pp483-493, 2010.
[11] Chao Liang, Yu Jiang, Jian Cheng, Changsheng Xu, Xiaowei Luo, Jinqiao Wang, Yu Fu, Hanqing Lu, Jian Ma. Personalized Sports Video Customization for Mobile Devices. International Conference on Multimedia Modeling (MMM), pp614-625, 2010.
[12] Chunjie Zhang, Jing Liu, Jinqiao Wang, Qi Tian, Changsheng Xu, Hanqing Lu, Songde Ma. Image Classification Using Spatial Pyramid Coding and Visual Word Reweighting. ACCV, pp239-249, 2010.
[13] Chengli Xie, Jinqiao Wang, Hanqing Lu. Kernel Forest and Its Application on Object Detection, The 6th Joint Conference on Harmonious Human Machine Environment (HHME), pp1-5, 2010.
[14] Jie Yang, Jinqiao Wang, and Hanqing Lu, A Hierarchical Approach for Background Modeling and Moving Objects Detection. International Journal of Control, Automation, and Systems, 8(5), pp940-947, 2010. 

Book charpter 
[1] Ling-yu Duan, Jinqiao Wang, Wen Gao, Hanqing Lu, Jesse S. Jin and Changsheng Xu, Linking Traditional TV Advertising to Internet Advertising, IGI Global Press 2011.
Patents
(1) 基于动态群组划分的多目标跟踪算法,发明,2011,第2作者,专利号:201110113290.7
(2) 极小化上界误差的在线协同提升学习的视觉跟踪方法,发明,2010,第2作者,专利号:201010603293.1
(3) 基于目标分类和轨迹聚类的语义场景模型学习方法,发明,2010,第2作者,专利号:201010603240.2
(4) 基于群组上下文的行人计数方法,发明,2011,第2作者,专利号:201110201983.1
(5) 商标检测与识别方法,发明,2011,第2作者,专利号:PCT/CN2011/073985
(6) 基于视频监控网络的自动视频浓缩技术,发明,2011,第3作者,专利号:201110208090.X
Project
(1) 面向移动终端的视频检索与浏览,主持,国家级,2013-01--2016-12
(2) 基于语义分析和视觉关注的视频自适应研究,主持,国家级,2010-01--2012-12
(3) 数字媒体理解的理论与方法研究,参与,国家级,2010-01--2015-12

Students

刘晶晶;王博;陈实;谢成利;屈展;付伟;滕可振;傅建龙;桂良科; 朱贵波;赵朝阳;陈盈盈;郭海云