Education

• 09/2005-07/2010	Ph.D., Pattern Recognition and Intelligent System, University of Science and Technology of China (USTC)
• 09/2001-07/2005	B.Eng., Automation, University of Science and Technology of China (USTC)

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Experience

• 07/2017-now	Professor, Northwestern Polytechnical University, China
• 01/2014-06/2017	Associate Professor, Northwestern Polytechnical University, China
• 10/2010-12/2013	Post-doctor, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, China

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Research Interests

Computer vision, pattern recognition, machine learning methods and their related applications particularly in video surveillance, intelligent transportation system, remote sensing and multimedia analysis.

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Selected Journal Publications

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Selected Conference Publications

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Honors and Awards

2022	IEEE TCMC Mid-Term Career Award
2021	Clarivate Highly Cited Researcher
2021	Elsevier Highly Cited Chinese Researcher
2020	Clarivate Highly Cited Researcher
2020	Elsevier Highly Cited Chinese Researcher
2018	Springer conference Best Student Paper Award
2017	IEEE T-GRS Best Reviewer
2014	IEEE conference Best Paper Award
2014	IEEE conference Honorable Mention Award

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Professional Activities

Program Committee Member (100+ times)：

NIPS, ICML, AAAI, IJCAI, CVPR, ICCV, ECCV, BMVC, ICASSP, ACM MM, ACPR...

General Chair：

• The 3rd International Electronic Conference on Remote Sensing

Organizing Committee Member：

• Annual Summit on Artificial Intelligence

Program Co-chair：

• 2015 International Conference on Progress in Informatics and Computing (PIC)

Session/Area Chair：

• 2019 AAAI Conference on Artificial Intelligence (AAAI)

• 2019 International Conference on Image and Graphics (ICIG)

• 2017 AAAI Conference on Artificial Intelligence (AAAI)

• 2017 International Joint Conference on Artificial Intelligence (IJCAI)

Regular Reviewer (40+ journals)：

IJCV, T-PAMI, IEEE T-IP, IEEE T-NNLS, IEEE T-CSVT, IEEE T-CYB, IEEE T-MM, IEEE T-MI, IEEE T-HMS, IEEE T-SMC:S, IEEE T-GRS, IEEE T-STSP, IEEE JSTARS, IEEE T-ITS, PR, CVIU...

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Grants (20+)

• National Key R&D Program of China

• National Basic Research Program of China (973 Program)

• State Key Program of National Natural Science Foundation of China

• Major Research Plan of National Natural Science Foundation of China

• National Natural Science Foundation of China

• China Postdoctoral Science Foundation

• Natural Science Foundation Research Project of Shaanxi Province

• Open Research Fund of Chinese Academy of Sciences

Projects

My research projects mainly concentrate on three aspects.

1.	Vision functions for driver assistance systems and autonomous driving systems. Typical examples include: Lane Departure Warning, Traffic Sign Recognition, Pedestrian Collision Warning, Traffic Light Recognition, Driver Behavior Analysis, and Road Marking Detection and Recognition.

• Intelligent Driving Systems [Demo Link1 Link2 ]

2.	Video surveillance, particularly for security and Intelligent Transportation Systems. Exemplar applications include: Crowd Analysis, Abnormal Detection, Target Tracking/Detection, Action Recognition, Saliency Detection/Image Resizing, Scene Understanding, etc.

• Crowd Analysis/Abnormal Detection    

• Traffic Congestion Calculation    

• High Quality Video Resizing    

• Licence Plate Recognition    

• Scene Understanding    

• Unconstrained Identity Verification    

3.	Image processing, particularly for low level task. Typical examples include: image color correction, image super-resolution, image deblur, etc.

• Color Correction for Stereo Images    

 

• Image Super-Resolution    

• Image Deblur    

4.	Remote Sensing image analysis, especially for hyperspectral, multispectral and multimodal images. Research towards this direction includes image classification/segmentation/fusion, target detection, abnormal detection, band selection, etc.

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