• United Kingdom

Accepting PhD Students

Willing to speak to media

20062023
If you made any changes in Pure these will be visible here soon.

Personal profile

Personal Statement

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/.

Education/Academic qualification

Doctor of Philosophy, University of Bradford

Master of Engineering, Northwestern Polytechnical University

Bachelor of Engineering, Northwestern Polytechnical University

Keywords

  • 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

Fingerprint Dive into the research topics where Jinchang Ren is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 8 Similar Profiles
Feature extraction Engineering & Materials Science
Pixels Engineering & Materials Science
Color Engineering & Materials Science
Support vector machines Engineering & Materials Science
Classifiers Engineering & Materials Science
Cameras Engineering & Materials Science
Spectrum analysis Engineering & Materials Science
Neural networks Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2012 2023

Research Output 2006 2019

A new type of eye movement model based on recurrent neural networks for simulating the gaze behavior of human reading

Wang, X., Zhao, X. & Ren, J., 24 Mar 2019, In : Complexity. 2019, 12 p., 8641074.

Research output: Contribution to journalArticle

Open Access
File
Recurrent neural networks
Eye movements
Psychological
Learning model
Prediction
Edge detection
Travel time
seismic data
travel time
Gas oils

Thesis

Advanced spectral-spatial processing techniques for hyperspectral image analysis

Author: Qiao, T., 1 Oct 2015

Supervisor: Ren, J. (Supervisor) & Marshall, S. (Supervisor)

Student thesis: Doctoral Thesis

Cognitive feature fusion for effective pattern recognition in multi-modal images and videos

Author: Yan, Y., 1 Dec 2016

Supervisor: Ren, J. (Supervisor) & Soraghan, J. (Supervisor)

Student thesis: Doctoral Thesis

Prizes

Best Paper Award

Julius Tschannerl (Recipient), Jinchang Ren (Recipient) & Stephen Marshall (Recipient), 11 Oct 2018

Prize: Prize (including medals and awards)

File

Best Poster Award

Tong Qiao (Recipient) & Jinchang Ren (Recipient), May 2015

Prize: Prize (including medals and awards)

File
Technical presentations
Students

Activities 2011 2019

Suha Tuna

Jinchang Ren (Host)
Feb 2019Feb 2020

Activity: Hosting a visitor typesHosting an academic visitor

The 10th International Conference on Brain-Inspired Cognitive System​

Jinchang Ren (Chair)
2019 → …

Activity: Participating in or organising an event typesOrganiser of major conference