46 citations · 65 across the 5 of their papers we have counts for
3 papers · 1 filter
Video Restoration with a Deep Plug-and-Play Prior
Antoine Monod, Julie Delon, Matias Tassano +1
This paper presents a novel method for restoring digital videos via a Deep Plug-and-Play (PnP) approach. Under a Bayesian formalism, the method consists in using a deep convolution…
An Analysis and Implementation of the HDR+ Burst Denoising Method
Antoine Monod, Julie Delon, Thomas Veit
HDR+ is an image processing pipeline presented by Google in 2016. At its core lies a denoising algorithm that uses a burst of raw images to produce a single higher quality image. S…
DVDnet: A Fast Network for Deep Video Denoising
Matias Tassano, Julie Delon, Thomas Veit
In this paper, we propose a state-of-the-art video denoising algorithm based on a convolutional neural network architecture. Previous neural network based approaches to video denoi…