1 code implementation • 2 Mar 2020 • 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.
1 code implementation • 6 Mar 2018 • Cristóvão Cruz, Alessandro Foi, Vladimir Katkovnik, Karen Egiazarian
We introduce a paradigm for nonlocal sparsity reinforced deep convolutional neural network denoising.
no code implementations • 13 Apr 2017 • Cristóvão Cruz, Rakesh Mehta, Vladimir Katkovnik, Karen Egiazarian
In this paper we propose a self-similarity based approach that is able to use large groups of similar patches extracted from the input image to solve the SISR problem.