CV of Qixiang Ye. University of Chinese Academy of Sciences

Transcription

1 University of Chinese Academy of Sciences Qixiang Ye received B.S. and M.S. degrees in mechanical & electronic engineering from Harbin Institute of Technology (HIT) in 1999 and 2001 respectively, and a Ph.D. degree from the Institute of Computing Technology, Chinese Academy of Sciences in From 2006 to 2009, he was an assistant professor and since 2009, he has been an associate professor at the University of the Chinese Academy of Sciences, Beijing. He has published more than 40 papers in international conferences and journals. His research interests include image processing, image based object detection and machine learning. Dr. Ye won the Sony Outstanding Paper Award in He has been a visiting assistant professor of University of Maryland Institute of Advanced Computer Studies of (UMIACS) since Dec R E S E A R C H I N T E R E S T S Image processing, Image based object detection and Machine learning. Associate Professor of the Pattern Recognition and Intelligent System Laboratory whose research includes: Text (caption, sign and license plate) detection in image and video frames, pedestrian detection in images, piecewise linear classifier design for object detection, multi-focus microscope image fusion and color image segmentation. E D U C A T I O N A N D W O R K E X P E R I M E N C E Bachelor of science, Harbin Institute of Technology, China July 1999 Master of science, Harbin Institute of Technology, China July 2001 Ph.D in Computer Science Institute of Computing Technology, Chinese Academy of Sciences April 2006 Advisor: Professor Wen Gao, IEEE Fellow Assistant Professor of University of Chinese Academy of Sciences April 2006 Associate Professor of University of Chinese Academy of Sciences July 2009 Visiting Assistance Professor of University of Maryland Dec 2012 R E S E A R C H G R A N T S Principal Investigator Multi-view and Multi-posture Human Detection NSFC, 01/13-12/16, 760,000 Robust Pedestrian Detection and Tracking in Images and Video Frames NSFC, 01/09-12/11, 290,000 Production Output Prediction and Operation Condition Optimization with Support Vector Machine SINPEC Ltd. 01/06-12/12, 190,000 Co-Investigator Object Detection and Tracking with Multi-sensor Fusion for Aircraft Landing Assistance NSFC, 01/10-12/13, 1400,000

2 C O U R S E S T A U G H T Machine Learning and Data Mining, Master Course From 2007 to 2012 Visual Object Detection and Tracking, Discussion Course From 2008 to 2012 P R O F E S S O N A L A C T I V I T I E S A N D H O R N O R S Reviewer of IEEE Transactions on Image Processing Reviewer of IEEE Transactions on Intelligent Transportation System Reviewer of IEEE Transactions on Circuit and System on Video Technology Reviewer of IEEE Transactions on Vehicular Technology Reviewer of Pattern Recognition and Neurocomputing Reviewer of Science China Chair of Special Issue of IEEE International Conference on Image and Graphics 2011 Top-10 most Cited Papers in The Past Five Years of Image and Vision Computing, 2010 Outstanding Curse of Chinese Academy of Sciences at 2009 and 2007 CAS-Sony Outstanding Paper Award 2005 Scholarship of Institute of Computing Technology, Chinese Academy of Sciences, 2005 P U B L I C A T I O N S Journal Papers: [1] Qixiang Ye, Zhenjun Han, Jianbin Jiao, Jianzhuang Liu, Human Detection in Images via Piecewise Linear Support Vector Machines, To be published in IEEE Transactions on Image Processing. Digital Object Identifier: /TIP [2] Ce Li, Zhenjun Han, Qixiang Ye, Jianbin Jiao, Visual Abnormal Behavior Detection Based on Trajectory Sparse Reconstruction Analysis, To be published in Neurocomputing. [3] Qixiang Ye, Jixiang Liang, Jianbin Jiao, "Pedestrian Detection in Video Images Via Error Correcting Output Code Classification of Manifold Subclasses," IEEE Transactions on Intelligent Transportation Systems, Vol.1, pp , [4] Ran Xu, Jianbin Jiao, Baochang Zhang, Qixiang Ye, Pedestrian Detection in Images via Cascaded L1-norm Minimization Learning Method, Pattern Recognition Vol. 45, No.7, pp , [5] Qixiang Ye, Jianbin Jiao, Shuqiang Jiang, Fast and Robust Pedestrian Detection with Multi-Scale Orientation Features, Chinese Journal of Software, Vol.22, No.12, [6] Zhenjun Han, Jianbin Jiao, Qixiang Ye, Jiangzhuang Liu, Visual Object Tracking Via Sample- Based Adaptive Sparse Representation, Pattern Recognition, Vol.44, pp , [7] Zhenjun Han, Qixiang Ye, Jianbin Jiao, Combined Feature Evaluation for Adaptive Visual Object Tracking, Computer Vision and Image Understanding, Vol.115, pp , [8] Chunxi Liu, Qingming Huang, Shuqiang Jiang, Liyuan Xing, Qixiang Ye, Wen Gao, A Framework for Flexible Summarization of Racquet Sports Video Using Multiple Modality Features Computer Vision and Image Understanding, Vol.113, No.3, pp , [9] Jianbin Jiao, Qixiang Ye, Qingming Huang, A Configurable Method for Multi-Style License Plate Recognition, Pattern Recognition, Vol.2, No. 3, pp , [10] Qixiang Ye, Jianbin Jiao, Jun Huang, Hua Yu, Text Detection and Restoration in Natural Scene Images, Journal of Visual Communication and Image Representation, Vol.8, No. 6, pp , 2

3 2007. [11] Shuqiang Jiang, Qingming Huang, Qixiang Ye and Wen Gao, An Effective Method to Detect and Categorize Digitized Traditional Chinese Paintings, Pattern Recognition Letters, Vol.27, No.7, pp , [12] Qixiang Ye, Qingming Huang, Wen Gao, Debin Zhao, Fast And Robust Text Detection In Image And Video Frames, Image and Vision Computing, Vol.23, No.6, pp , [13] Qixiang Ye, Wen Gao, Weiqiang, Wang, Tiejun Huang, A Color Image Segmentation Algorithm Using Color and Spatial Information, Chinese Journal of Software, Vol.4, Conference Papers: [14] Jixiang Liang, Qixiang Ye, Jie Chen, Jianbin Jiao, Evaluation of Local Feature Descriptors and Their Combination for Pedestrian Representation, Proc. of IEEE International Conference on Pattern Recognition, (ICPR) [15] Yi Peng, Qixiang Ye, Jianbin Jiao, Xiaogang Chen and Lijun Wu, Fault Diagnosis via Structural Support Vector Machines, in Proc. IEEE International Conference on Mechatronics and Automation (ICMA) [16] Yaohua Zhu, Qixiang Ye, Jianbin Jiao, Multi-Focus Image Fusion via Region Mosaicing, Proc. of IEEE International Conference on Systems and Informatics [17] Wen Gao, Xiaogang Chen, Qixiang Ye, and Jianbin Jiao, "Pedestrian Detection via Part-based Topology Model", Proc.of IEEE International Conference on Image Processing, [18] Liguo Zhang, Jianbin Jiao, Qixiang Ye, Zhenjun Han, and Wei Yang, "Robust Weld Line Detection with Cross Structured Light and Hidden Markov Model," Proc. of 2012 IEEE International Conference on Mechatronics and Automation,pp ,2012. [19] Lijun Wu, Xiaogang Chen, Yi Peng, Qixiang Ye, Jianbin Jiao, "Fault Detection and Diagnosis based on Sparse Representation Classification (SRC)", Proc.of IEEE International Conference on Robotics and Biomimetics, [20] Yifei Liu, Zhenjun Han, Qixiang Ye, and Jianbin Jiao, Sparse Feature Representation for Visual Tracking, Proc. of the 2012 International Conference on Systems and Informatics, [21] Shan Gao, Zhenjun Han, Yang Xu, Qixiang Ye, and Jianbin Jiao, "Real-time pedestrian learningtracking with information fusion," Proc.of International Conference On Internet Multimedia Computing and Service, [22] Bo Wu, Jixiang Liang, Qixiang Ye, Zhenjun Han, and Jianbin Jiao, "Fast Pedestrian Detection with Laser and Image Data Fusion," in Proc. IEEE International Conference on Image and Graphics (ICIG),2011. [23] Ce Li, Zhenjun Han, Qixiang Ye, and Jianbin Jiao,"Abnormal Behavior Detection via Sparse Reconstruction Analysis of Trajectory," in Proc. IEEE International Conference on Image and Graphics (ICIG),2011. [24] Qixiang Ye, Jianbin Jiao, Baochang Zhang, Fast pedestrian detection with multi-scale orientation features and two-stage classifiers, in Proc. of IEEE 17th International Conference on Image Processing, pp , [25] Ran Xu, Baochang Zhang, Qixiang Ye, Jianbin Jiao, Cascaded L1-norm Minimization Learning (CLML) Classifier for Human Detection, in Proc. of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), pp , [26] Ran Xu, Baochang Zhang, Qixiang Ye, Jianbin Jiao, Human Detection in Image Via L1-Norm 3

4 Minimization Learning, in Proc. of International Conference in Acoustics, Speech and Signal Processing, pp , [27] Zhihua Liu, Qixiang Ye, Lu Ke, Jianbin Jiao, A Progressive Region-Merging Algorithm For Stereo Matching, in Proc. of IEEE Youth Conference on Information, Computing and Telecommunications, pp , [28] Ning Zhang, Qixiang Ye, Jianbin Jiao, Fast Pedestrian Detection with Cascade Classifiers, in Proc. of IEEE Youth Conference on Information, Computing and Telecommunications, pp , [29] Zhihua Liu, Zhenjun Han, Qixiang Ye, Jianbin Jiao, A New Segment-Based Algorithm for Stereo Matching, in Proc. of IEEE International Conference on Mecharonics and Automation (ICMA), pp , [30] Xinying He, Qixiang Ye, Jianbin Jiao, Image Feature Matching with Network Flow: A Global Optimization Method, in Proc. of SPIE Visual Communications and Image Processing (VCIP), [31] Zhenjun Han, Qixiang Ye, Jianbin Jiao, Feature Evaluation by Particle Filter for Adaptive Object Tracking, in Proc. of SPIE Visual Communications and Image Processing (VCIP), [32] Yi Peng, Qixiang Ye, Jianbin Jiao, Shaking Video Stabilization with Content Completion, in Proc. of SPIE Visual Communications and Image Processing (VCIP), [33] Zhenjun Han, Qixiang Ye, Jianbin Jiao, Online Feature Evaluation For Object Tracking Using Kalman Filter, in Proc. of IEEE Conference on Pattern Recognition (ICPR), [34] Yabo Huang, Qixiang Ye, Jianbin Jiao, Dimension Measuring System of Round Parts Based on Machine Vision, in Proc. of International Conference on Leading Edge Manufacturing in 21st Century, pp , [35] Qixiang Ye, Jianbin Jiao, Hua Yu, Multi-posture Human Detection in Video Frames by Motion Contour Matching, Proc of the 8th Asian Conference on Computer Vision(ACCV), pp.18-22, [36] Qixiang Ye, Jianbin Jiao, Text Detection In Natural Scene Images With Feature Combination, in Proc. of International Conference on Signal and Image Processing, pp , [37] Yang Liu, Qingming Huang, Qixiang Ye, Wen Gao, A New Method to Calculate the Camera Focusing Area in Soccer Video, in Proc. of International Conference on Visual Communications and Image Processing [38] Weigang Zhang, Qixiang Ye, Qingming Huang, Wen Gao, Unsupervised Sports Video Scene Clustering and Its Applications to Story Units Detection, in Proc. of International Conference on Visual Communications and Image Processing [39] Yang liu, Shuqiang Jiang, Qixiang Ye, Wen Gao, Qingming Huang, Playfield Detection Using Adaptive GMM and Its Application, in Proc. of International Conference on Acoustics, Speech, and Signal processing (ICASSP), [40] Qixiang Ye, Qingming Huang, ShuqiangJiang, Yang Liu, Jersey Number Detection For Player Identification In Sports Video, in Proc. of International Conference on Visual Communications and Image Processing (VCIP), [41] Qixiang Ye, Qingming Huang, Wen Gao, Exciting Event Detection in Broadcast Soccer Video with Mid-level Description and Incremental Learning, ACM Multimedia Conference [42] Qixiang Ye, Wen Gao, Qingming Huang. Automatic Text Segmentation from Complex Background, IEEE International Conference on Image Processing (ICIP), [43] Qixiang Ye, Qingming Huang, A New Text Detection Algorithm in Images/Video Frames, Advances in Multimedia Information Processing, PCM, pp ,

5 [44] Shuqiang Jiang, Qixiang Ye, Wen Gao, Tiejun Huang. A New Method to Segment Playfield and Its Applications in Match Analysis in Sports Video, ACM Multimedia Conference [45] Qixiang Ye, Wen Gao, Wei Zeng, Color Image Segmentation Using Density-based Region Growing Method, in Proc. ICASSP