Personal profile
Research interests
My research interest lies in the fields of machine learning, mathematical image analysis, and scientific computing. My current research focuses on developing mathematical and data-driven models for analysing large-scale imaging data as well as their applications in material sciences, medical imaging, remote sensing, and astronomical imaging.
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Collaborations and top research areas from the last five years
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Research output
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A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation
Ke, R., Aviles-Rivero, A., Pandey, S., Reddy, S. & Schönlieb, C.-B., 3 Feb 2022, In: IEEE Transactions on Image Processing. 31, p. 1805-1815 11 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile61 Citations (Scopus)227 Downloads (Pure) -
Unsupervised Image Restoration Using Partially Linear Denoisers
Ke, R. & Schonlieb, C.-B., 5 Apr 2021, (E-pub ahead of print) In: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). PPResearch output: Contribution to journal › Article (Academic Journal) › peer-review
14 Citations (Scopus) -
Multi-Task Deep Learning for Image Segmentation Using Recursive Approximation Tasks
Ke, R., Bugeau, A., Papadakis, N., Kirkland, M., Schuetz, P. & Schonlieb, C.-B., 5 Mar 2021, In: IEEE Transactions on Image Processing. 30, p. 3555-3567 13 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
23 Citations (Scopus)