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Single Image Deraining

4 papers with code · Computer Vision
Subtask of Rain Removal

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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

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

Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining

ECCV 2018 XueweiMeng/derain_filter

In heavy rain, rain streaks have various directions and shapes, which can be regarded as the accumulation of multiple rain streak layers.

SINGLE IMAGE DERAINING

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