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Video Denoising

15 papers with code · Computer Vision
Subtask of Video

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Deep Video Inpainting

CVPR 2019 mcahny/Deep-Video-Inpainting

Video inpainting aims to fill spatio-temporal holes with plausible content in a video.

IMAGE INPAINTING VIDEO DENOISING VIDEO INPAINTING VIDEO-TO-VIDEO SYNTHESIS

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

1 Jul 2019m-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

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

Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes

31 Mar 2020cao-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

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

Model-Blind Video Denoising via Frame-To-Frame Training

CVPR 2019 tehret/blind-denoising

Our denoiser can be used without knowledge of the origin of the video or burst and the post-processing steps applied from the camera sensor.

DENOISING VIDEO DENOISING

Model-blind Video Denoising Via Frame-to-frame Training

CVPR 2019 tehret/blind-denoising

Modeling the processing chain that has produced a video is a difficult reverse engineering task, even when the camera is available.

DENOISING VIDEO DENOISING