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eess.IV2020
Flashlight CNN Image Denoising
Pham Huu Thanh Binh, Cristóvão Cruz, Karen Egiazarian
This paper proposes a learning-based denoising method called FlashLight CNN (FLCNN) that implements a deep neural network for image denoising. The proposed approach is based on dee…
eess.IV2018★ 122 cited
Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising
Cristóvão Cruz, Alessandro Foi, Vladimir Katkovnik +1
We introduce a paradigm for nonlocal sparsity reinforced deep convolutional neural network denoising. It is a combination of a local multiscale denoising by a convolutional neural…