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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

Potential of UV and SWIR hyperspectral imaging for determination of levels of phenolic flavour compounds in peated barley malt
Tschannerl Julius, Ren Jinchang, Jack Frances, Krause Julius, Zhao Huimin, Huang Wenjiang, Marshall Stephen
Food Chemistry Vol 270, pp. 105-112, (2019)
http://dx.doi.org/10.1016/j.foodchem.2018.07.089
Cognitive seismic data modelling based successive differential evolution algorithm for effective exploration of oil-gas reservoirs
Zhao Jing, Ren Jinchang, Zabalza Jaime, Gao Jinghuai, Xu Xinying, Xie Gang
Journal of Petroleum Science and Engineering, (2018)
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 Vol 79, pp. 65-78, (2018)
http://dx.doi.org/10.1016/j.patcog.2018.02.004
Making industrial robots smarter with adaptive reasoning and autonomous thinking for real-time tasks in dynamic environments : a case study
Zabalza Jaime, Fei Zixiang, Wong Cuebong, Yan Yijun, Mineo Carmelo, Yang Erfu, Rodden Tony, Mehnen Jorn, Pham Quang-Cuong , Ren Jinchang
The 9th International Conference on Brain-Inspired Cognitive System​, pp. 1-10, (2018)
Convolutional neural network extreme learning machine for effective classification of hyperspectral images
Cao Faxian, Yang Zhijing, Ren Jinchang, Ling Bingo Wing-Kuen
Journal of Applied Remote Sensing Vol 12, (2018)
http://dx.doi.org/10.1117/1.JRS.12.035003
Joint bilateral filtering and spectral similarity-based sparse representation : a generic framework for effective feature extraction and data classification in hyperspectral imaging
Qiao Tong, Yang Zhijing, Ren Jinchang, Yuen Peter, Zhao Huimin, Sun Genyun, Marshall Stephen, Benediktsson Jon Atli
Pattern Recognition Vol 77, pp. 316-328, (2018)
http://dx.doi.org/10.1016/j.patcog.2017.10.008

more publications

Professional activities

Hyperspectral Imaging Applications (HSI) 2018
Chair
10/2018
The 9th International Conference on Brain-Inspired Cognitive System​
Chair
7/2018
Cognitive Computation (Journal)
Guest editor
2018
Journal of Applied Remote Sensing (Journal)
Guest editor
2018
Remote Sensing (Journal)
Guest editor
2018
Sensors (Journal)
Guest editor
2018

more professional activities

Projects

Spectral Data Analysis for Spectral Unmixing and Feature Detection
Murray, Paul (Principal Investigator) Marshall, Stephen (Co-investigator) Ren, Jinchang (Co-investigator)
Period 01-Apr-2018 - 11-Jun-2018
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

more projects

Address

Electronic and Electrical Engineering
Royal College Building

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