Image Matching
Point, feature, and multi-modal correspondence learning.
Wuhan University · Electronic Information School
Jiayi Ma 马佳义
Professor · Computer Vision & Machine Learning
I work on visual matching and registration, information fusion, image enhancement, and learning-based visual perception.
About
Short biography
Dr. Jiayi Ma is a Full Professor with the Electronic Information School, Wuhan University, Wuhan, China. He received the B.S. degree in Information and Computing Science and the Ph.D. degree in Control Science and Engineering from Huazhong University of Science and Technology in 2008 and 2014, respectively.
He was an exchange student in the Department of Statistics at UCLA from September 2012 to September 2013, supervised by Prof. Alan L. Yuille. He was a postdoctoral researcher at Wuhan University from August 2014 to May 2016, and was promoted to Associate Professor and Full Professor in June 2016 and December 2018.
He has received several best paper awards, including the IEEE SPS Best Paper Award 2025, Information Fusion Best Paper Award 2024, and Hsue-shen Tsien Paper Award 2023.
Research
Building robust visual understanding from correspondence to fusion.
Image Fusion
Reliable, semantic-aware integration of complementary visual signals.
Visual Enhancement
Low-light imaging, super-resolution, and infrared vision.
Learning & Reasoning
Generative models and principled learning for visual perception.
Service
Academic activities
- Co Editor-in-Chief, Information Fusion and Chinese Journal of Information Fusion.
- Associate Editor / editorial-board member for IEEE Transactions on Image Processing, IEEE/CAA Journal of Automatica Sinica, Geo-spatial Information Science, Neurocomputing, Image and Vision Computing, and Frontiers in Neuroscience.
- IEEE, CCF, and CSIG Senior Member.
Research output
Publications
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