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Rain Removal

18 papers with code · Computer Vision

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Multi-Scale Progressive Fusion Network for Single Image Deraining

24 Mar 2020kuihua/MSPFN

In this work, we explore the multi-scale collaborative representation for rain streaks from the perspective of input image scales and hierarchical deep features in a unified framework, termed multi-scale progressive fusion network (MSPFN) for single image rain streak removal.

SINGLE IMAGE DERAINING

1
24 Mar 2020

A Survey on Rain Removal from Video and Single Image

18 Sep 2019hongwang01/Video-and-Single-Image-Deraining

The investigations on rain removal from video or a single image has thus been attracting much research attention in the field of computer vision and pattern recognition, and various methods have been proposed against this task in the recent years.

RAIN REMOVAL

56
18 Sep 2019

Is it Raining Outside? Detection of Rainfall using General-Purpose Surveillance Cameras

12 Aug 2019chrisbahnsen/aau-virada

In this paper, we design a system for the detection of rainfall by the use of surveillance cameras.

RAIN REMOVAL

0
12 Aug 2019

Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning

CVPR 2019 liruoteng/HeavyRainRemoval

This filtering is guided by a rain-free residue image --- its content is used to set the passbands for the two channels in a spatially-variant manner so that the background details do not get mixed up with the rain-streaks.

IMAGE RESTORATION RAIN REMOVAL

60
01 Jun 2019

Frame-Consistent Recurrent Video Deraining With Dual-Level Flow

CVPR 2019 flyywh/Dual-FLow-Video-Deraining-CVPR-2019

The proposed framework is built upon a two-stage recurrent network with dual-level flow regularizations to perform the inverse recovery process of the rain synthesis model for video deraining.

RAIN REMOVAL

23
01 Jun 2019

Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning

10 Apr 2019liruoteng/HeavyRainRemoval

This filtering is guided by a rain-free residue image --- its content is used to set the passbands for the two channels in a spatially-variant manner so that the background details do not get mixed up with the rain-streaks.

IMAGE RESTORATION RAIN REMOVAL

60
10 Apr 2019

Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset

CVPR 2019 stevewongv/SPANet

First, we propose a semi-automatic method that incorporates temporal priors and human supervision to generate a high-quality clean image from each input sequence of real rain images.

SINGLE IMAGE DERAINING

102
02 Apr 2019

Single Image Deraining: A Comprehensive Benchmark Analysis

CVPR 2019 lsy17096535/Single-Image-Deraining

We present a comprehensive study and evaluation of existing single image deraining algorithms, using a new large-scale benchmark consisting of both synthetic and real-world rainy images. This dataset highlights diverse data sources and image contents, and is divided into three subsets (rain streak, rain drop, rain and mist), each serving different training or evaluation purposes.

SINGLE IMAGE DERAINING

78
20 Mar 2019

Progressive Image Deraining Networks: A Better and Simpler Baseline

CVPR 2019 csdwren/PReNet

To handle this issue, this paper provides a better and simpler baseline deraining network by considering network architecture, input and output, and loss functions.

RAIN REMOVAL

101
26 Jan 2019

Gated Context Aggregation Network for Image Dehazing and Deraining

21 Nov 2018cddlyf/GCANet

Image dehazing aims to recover the uncorrupted content from a hazy image.

IMAGE DEHAZING RAIN REMOVAL

78
21 Nov 2018