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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

Coherent narrow-band light source for miniature endoscopes
Chen Zhan-Yu, Gogoi Ankur, Lee Shao-Yu, Tsai-Lin Yuan, Yi Po-Wei, Lu Ming-Kuan, Hsieh Chih-Cheng, Ren Jinchang, Marshall Stephen, kao Fu-Jen
IEEE Journal of Selected Topics in Quantum Electronics Vol 25, (2019)
http://dx.doi.org/10.1109/JSTQE.2018.2836959
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
SR-POD : sample rotation based on principal-axis orientation distribution for data augmentation in deep object detection
Xi Yue, Zheng Jiangbin, Li Xiuxiu, Xu Xinying, Ren Jinchang, Xie Gang
Cognitive Systems Research Vol 52, pp. 144-154, (2018)
http://dx.doi.org/10.1016/j.cogsys.2018.06.014
Advances in Brain-Inspired Cognitive Systems : 9th International Conference, BICS 2018, Xi'an, China, July 7-8, 2018, Proceedings
Ren Jinchang, Hussain Amir, Zheng Jiangbin, Liu Cheng-Lin, Luo Bin, Zhao Huimin, Zhao Xinbo
Lecture Notes in Artificial Intelligence, (2018)
http://dx.doi.org/10.1007/978-3-030-00563-4
Joint kernelized sparse representation classification for hyperspectral imagery
Sun He, Ren Jinchang, Yan Yijun, Zabalza Jaime, Marshall Stephen
Hyperspectral Imaging Applications (HSI) 2018, (2018)
Spatial-spectral classification of hyperspectral images : a deep learning framework with Markov random fields based modeling
Qing Chunmei, Ruan Jiawei, Xu Xiangmin, Ren Jinchang, Zabalza Jaime
IET Image Processing, pp. 1-12, (2018)
http://dx.doi.org/10.1049/iet-ipr.2018.5727

more publications

Professional activities

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

more professional activities

Projects

VIP-STB Farm
Ren, Jinchang (Principal Investigator)
Period 01-Aug-2018 - 31-Mar-2019
Multitask Deep Learning from Images for Clinical Decision Support
Ren, Jinchang (Principal Investigator) Marshall, Stephen (Co-investigator)
Period 01-Oct-2018 - 30-Sep-2023
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

more projects

Address

Electronic and Electrical Engineering
Royal College Building

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