Research output per year
Research output per year
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 AccessFile39 Citations (Scopus)174 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
12 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
20 Citations (Scopus)