Professor Ke Chen
Head Of Department
Mathematics and Statistics
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Publications
- Fast augmented Lagrangian primal dual algorithm for mean curvature regularization model
- Lu Tianle, Zhang Jianping, Duan Yuping, Chen Ke
- Journal of Mathematical Imaging and Vision Vol 68 (2026)
- https://doi.org/10.1007/s10851-026-01304-x
- Total normal curvature regularization and its minimization for surface and image smoothing
- Lu Tianle, Chen Ke, Duan Yuping
- SIAM Journal on Imaging Sciences Vol 19, pp. 879-912 (2026)
- https://doi.org/10.1137/25m1782613
- An effective deep learning algorithm for medical image registration
- Deng Jinqiu, Chen (Ken), Li Mingke, Frangi Alejandro F, Zhang Jianping
- PLOS Digital Health Vol 5, pp. e0001339 (2026)
- https://doi.org/10.1371/journal.pdig.0001339
- Graph-based inhomogeneity image segmentation with the optimal transport metric
- Huang Jisui, Chen Ke, Alpers Andreas, Lei Na
- 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 6700-6707 (2026)
- https://doi.org/10.1109/bibm66473.2025.11357138
- A novel few-shot learning framework for supervised diffeomorphic image registration network
- Chen Ke, Han Huan, Wei Junping, Zhang Yimin
- IEEE Transactions on Medical Imaging Vol 44, pp. 4903-4917 (2025)
- https://doi.org/10.1109/TMI.2025.3585199
- A new and efficient fixed point method for mean curvature denoising model
- Yang Fenlin, Zhang Jianping, Zhang Jin, Chen Ke
- International Journal of Computer Mathematics Vol 102, pp. 1865-1879 (2025)
- https://doi.org/10.1080/00207160.2025.2517271
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Professional Activities
- 21st International Conference on Computer Vision Theory and Applications (VISAPP 2026) (Event)
- Peer reviewer
- 9/3/2026
- 4th International Conference on Computer Applications Technology (CCAT 2025)
- Chair
- 14/11/2025
- Data Science, Imaging and AI Applications
- Chair
- 29/7/2025
- Data Science, Imaging and AI Applications Workshop 2025
- Participant
- 29/7/2025
- 14th United Kingdom Conference on Boundary Integral Methods (Event)
- Member
- 7/7/2025
- 2025 International Conference on Computational Intelligence and Image Analysis
- Chair
- 16/5/2025
Projects
- Spatial omics using histology, mass spectrometry imaging and spatial transcriptomics to investigate metabolites across tissue regions
- Chen, Ke (Principal Investigator)
- 30-Jan-2024 - 29-Jan-2027
- Centre for Mathematical Sciences in Healthcare
- Chen, Ke (Principal Investigator)
- £6M grant awarded for 2015-2021 (£2.5M EPSRC and Rest from Partners)
- 01-Jan-2015 - 30-Jan-2021
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Contact
Professor
Ke
Chen
Head Of Department
Mathematics and Statistics
Email: k.chen@strath.ac.uk
Tel: 548 3804