Projects per year
Dr Ren is with 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.
Recently he focused mainly on hyperspectral imaging and multimodality image fusion based AI machine learning driven big data analytics and its applications in condition monitoring, asset management, non-destructive inspection and smart manufacturing. His work has been supported by EU H2020, NERC, Innovate UK (TSB), EPSRC, RSE, NSFC (China) and industrial partners such as NNL, Canon, Franuhofer, Beatsons, Johnson and Johnson, GSK, Quality Meat Scotland, Institute of Brewing and Distilling et al.
Dr. Ren has published over 250 peer-reviewed research papers in prestigious international journals and conferences, including IEEE Transactions on Cybernetics, IEEE Trans. Image Processing, IEEE Trans. Geoscience and Remote Sensing, IEEE Trans. Circuits & Systems for Video Technology, IEEE Trans. Multimedia, IEEE Trans. System Man and Cybernetics, IEEE Trans. Broadcasting, ISPRS J. Photometry and Remote Sensing, Information Fusion, Pattern Recognition, Computer Vision and Image Understanding, etc.
He acts as an Associate Editor of six international journals, including IEEE JSTARS and J. of Franklin Institute, 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/.
Doctor of Philosophy, University of Bradford
Award Date: 1 Jan 2009
Master of Engineering, Northwestern Polytechnical University
Award Date: 1 Jan 1997
Bachelor of Engineering, Northwestern Polytechnical University
Award Date: 1 Jan 1992
- image and video processing
- hyperspectral imaging
- remote sensing
- data coding and compression
- multimedia signal processing
- information retrieval
- vision and systems
- big data analytics
- medical imaging
- visual computing
- human-computer interaction
1/06/20 → 31/05/24
Project: Research - Studentship
Sun, H., Ren, J., Zhao, H., Sun, G., Liao, W., Fang, Z. & Zabalza, J., 24 Mar 2020, In : IEEE Transactions on Cybernetics. 13 p.
Research output: Contribution to journal › ArticleOpen AccessFile41 Downloads (Pure)
A novel spectral-spatial singular spectrum analysis technique for near real-time in-situ feature extraction in hyperspectral imagingFu, H., Sun, G., Zabalza, J., Zhang, A., Ren, J. & Jia, X., 14 May 2020, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing . 13, p. 2214-2225 12 p.
Research output: Contribution to journal › ArticleOpen AccessFile1 Citation (Scopus)1 Downloads (Pure)
Jinchang Ren (Chair)2019 → …
Activity: Participating in or organising an event types › Organiser of major conference