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eess.IV2022
Deep Variation Prior: Joint Image Denoising and Noise Variance Estimation without Clean Data
Rihuan Ke
With recent deep learning based approaches showing promising results in removing noise from images, the best denoising performance has been reported in a supervised learning setup…
eess.IV2020
Unsupervised Image Restoration Using Partially Linear Denoisers
Rihuan Ke, Carola-Bibiane Schönlieb
Deep neural network based methods are the state of the art in various image restoration problems. Standard supervised learning frameworks require a set of noisy measurement and cle…