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Datasets

Greatest papers with code

FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation

CVPR 2020 m-tassano/fastdvdnet

In this paper, we propose a state-of-the-art video denoising algorithm based on a convolutional neural network architecture.

DENOISING MOTION COMPENSATION MOTION ESTIMATION VIDEO DENOISING

ViDeNN: Deep Blind Video Denoising

24 Apr 2019clausmichele/ViDeNN

We propose ViDeNN: a CNN for Video Denoising without prior knowledge on the noise distribution (blind denoising).

DENOISING VIDEO DENOISING

Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes

CVPR 2020 cao-cong/RViDeNet

Clean video frames for dynamic scenes cannot be captured with a long-exposure shutter or averaging multi-shots as was done for static images.

IMAGE DENOISING VIDEO DENOISING

Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising

26 Jan 2021z-bingo/Deformable-Kernels-For-Video-Denoising

We present a spatial pixel aggregation network and learn the pixel sampling and averaging strategies for image denoising.

IMAGE DENOISING VIDEO DENOISING

Learning Deformable Kernels for Image and Video Denoising

15 Apr 2019z-bingo/Deformable-Kernels-For-Video-Denoising

Most of the classical denoising methods restore clear results by selecting and averaging pixels in the noisy input.

IMAGE DENOISING VIDEO DENOISING

Non-Local Video Denoising by CNN

30 Nov 2018axeldavy/vnlnet

To the best of our knowledge, this is the first successful application of a CNN to video denoising.

IMAGE DENOISING VIDEO DENOISING

DVDnet: A Fast Network for Deep Video Denoising

4 Jun 2019m-tassano/dvdnet

Previous neural network based approaches to video denoising have been unsuccessful as their performance cannot compete with the performance of patch-based methods.

DENOISING VIDEO DENOISING