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eess.IV2022★ 7 cited
Towards a unified view of unsupervised non-local methods for image denoising: the NL-Ridge approach
Sébastien Herbreteau, Charles Kervrann
We propose a unified view of unsupervised non-local methods for image denoising that linearily combine noisy image patches. The best methods, established in different modeling and…
eess.IV2021★ 37 cited
DCT2net: an interpretable shallow CNN for image denoising
Sébastien Herbreteau, Charles Kervrann
This work tackles the issue of noise removal from images, focusing on the well-known DCT image denoising algorithm. The latter, stemming from signal processing, has been well studi…