4 papers with code ·

Convex relaxations of nonconvex multilabel problems have been demonstrated to produce superior (provably optimal or near-optimal) solutions to a variety of classical computer vision problems.

COLOR IMAGE DENOISING IMAGE DENOISING OPTICAL FLOW ESTIMATION

In this work, we propose a new method for natural image denoising that trains a deep neural network to determine whether patches in a noisy image input share common underlying patterns.

Filtering real-world color images is challenging due to the complexity of noise that can not be formulated as a certain distribution.

Blind and universal image denoising consists of using a unique model that denoises images with any level of noise.