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Dr Jinchang Ren

Senior Lecturer

Electronic and Electrical Engineering

Personal statement

Dr Ren is a Senior Lecturer in the Centre for Signal and Image Processing (CeSIP), Dept. of Electronic and Electrical Engineering, University of Strathclyde. Before joined Strathclyde in Dec. 2010, he took several research positions in School of Informatics, the University of Bradford, Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Digital Imaging Research Centre (DIRC), Kingston University and ICCAVE, University of Abertay.

His research interests include: visual computing; computer vision; content-based image/video analysis and understanding; machine learning, human-computer interaction; visual surveillance; archive restoration; motion estimation; large scale data analysis and visualization e.g. hyperspectral imagery and medical data, intelligent multimedia information processing. His work has been supported by NERC, EPSRC, RSE, NSFC (China), industrial partners and internal funding.

Dr. Ren has published over 150 peer-reviewed research papers in prestigious international journals and conferences, including IEEE Trans. Image Processing, IEEE Trans. Circuits & Systems for Video Technology, IEEE Trans. Multimedia, IEEE Trans. System Man and Cybernetics, IEEE Trans. Broadcasting, Computer Vision and Image Understanding, etc.

He acts as an Associate Editor of two international journals, Multidimensional Systems and Signal Processing (with Springer) and International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), and also guest editor for several other journals. He is also a reviewer for a number of premier journals in this field, including IEEE Transactions T-PAMI, T-IP, T-CSVT, T-MM, T-SMC and other journals like Computer Vision and Image Understanding, and Pattern Recognition et al. He also involves as co-organizer or program committee of a number of international conferences and workshops.

 

More information about Jinchang's research and other related activities can be found in his personal webpage here http://personal.strath.ac.uk/jinchang.ren/.

 

Publications

Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement
Yan Yijun, Ren Jinchang, Sun Genyun, Zhao Huimin, Han Junwei, Li Xuelong, Marshall Stephen, Zhan Jin
Pattern Recognition, (2018)
http://dx.doi.org/10.1016/j.patcog.2018.02.004
A deep-learning based feature hybrid framework for spatiotemporal saliency detection inside videos
Wang Zheng, Ren Jinchang, Zhang Dong, Sun Meijun, Jiang Jianmin
Neurocomputing, (2018)
http://dx.doi.org/10.1016/j.neucom.2018.01.076
Decontaminate feature for tracking : adaptive tracking via evolutionary feature subset
Liu Qiaoyuan, Wang Yuru, Yin Minghao, Ren Jinchang, Li Ruizhi
Journal of Electronic Imaging Vol 26, (2017)
http://dx.doi.org/10.1117/1.JEI.26.6.063025
Cognitive fusion of thermal and visible imagery for effective detection and tracking of pedestrians in videos
Yan Yijun, Ren Jinchang, Zhao Huimin, Sun Genyun, Wang Zheng, Zheng Jiangbin, Marshall Stephen, Soraghan John
Cognitive Computation, (2017)
http://dx.doi.org/10.1007/s12559-017-9529-6
Extreme sparse multinomial logistic regression : a fast and robust framework for hyperspectral image classification
Cao Faxian, Yang Zhijing, Ren Jinchang, Ling Wing-Kuen, Zhao Huimin, Marshall Stephen
Remote Sensing Vol 9, (2017)
http://dx.doi.org/10.3390/rs9121255
Hyperspectral image enhancement and mixture deep-learning classification of corneal epithelium injury
Md Noor Siti Salwa, Michael Kaleena, Marshall Stephen, Ren Jinchang
Sensors Vol 17, (2017)
http://dx.doi.org/10.3390/s17112644

more publications

Professional activities

SMED Workshop with IEEE Smart Data Conference
Chair
6/2017
ICIP 2017 Special Session
Organiser
2017
EUSIPCO 2017 Workshop
Chair
2017
Journal of the Franklin Institute (Journal)
Editorial board member
2017
5th International Workshop on Data Science and Big Data Analytics
Member of programme committee
2017
International Joint Conference on Artificial Intelligence
Member of programme committee
2017

more professional activities

Projects

Feasibility study for remanufacturing with EagleiSystems
Ren, Jinchang (Principal Investigator)
Supported by Scottish Funding Council via Scottish Institute for Remanufacturing (SIR) £29.5k.
Period 01-Jun-2017 - 31-Dec-2017
KTP - Innovent
Ren, Jinchang (Principal Investigator) Marshall, Stephen (Co-investigator)
Period 01-May-2017 - 30-Oct-2019
Inversion Analysis of Surface Seismic Data for Effective Exploration of Oil and Gas Reservoirs
Ren, Jinchang (Principal Investigator) Marshall, Stephen (Co-investigator) Tarantino, Alessandro (Co-investigator) Weiss, Stephan (Co-investigator)
Period 01-Mar-2017 - 28-Feb-2019
Large scale demonstration of new circular economy value-chains based on the reuse of end-of-life: FiberEUse (H2020-IND-CE-2016-17)
Ijomah, Winifred (Principal Investigator) Ren, Jinchang (Co-investigator) Rentizelas, Athanasios (Co-investigator) Windmill, James (Co-investigator) Xirouchakis, Paul (Co-investigator)
Period 01-Jun-2017 - 31-May-2021
Band selection and data classification in hyperspectral imaging
Ren, Jinchang (Principal Investigator)
DSTL funding via Cranfield University.
Period 01-Mar-2016 - 31-Oct-2019
Multimodality image registration for hypoxia PET tracers studies
Marshall, Stephen (Principal Investigator) Ren, Jinchang (Co-investigator)
Period 01-Oct-2015 - 30-Sep-2019

more projects

Address

Electronic and Electrical Engineering
Royal College Building

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