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Joint Bi-layer Optimization for Single-Image Rain Streak Removal

https://doi.org/10.1109/iccv.2017.276

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Analysis of Rain and Snow in Frequency Space

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Rain or Snow Detection in Image Sequences Through Use of a Histogram of Orientation of Streaks

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Utilizing Local Phase Information to Remove Rain from Video

inferredcites →https://doi.org/10.1007/s11760-012-0373-6openalex-snapshot

Removal of rain from videos: a review

inferredcites →https://doi.org/10.1109/cvpr.2004.1315077openalex-snapshot

Detection and removal of rain from videos

inferredcites →https://doi.org/10.1109/cvpr.2013.153openalex-snapshot

Hierarchical Saliency Detection

inferredcites →https://doi.org/10.1109/cvpr.2016.299openalex-snapshot

Rain Streak Removal Using Layer Priors

inferredcites →https://doi.org/10.1109/cvpr.2017.183openalex-snapshot

Deep Joint Rain Detection and Removal from a Single Image

inferredcites →https://doi.org/10.1109/cvpr.2017.186openalex-snapshot

Removing Rain from Single Images via a Deep Detail Network

inferredcites →https://doi.org/10.1109/iccv.2005.253openalex-snapshot

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Centralized sparse representation for image restoration

inferredcites →https://doi.org/10.1109/iccv.2013.247openalex-snapshot

A Generalized Low-Rank Appearance Model for Spatio-temporally Correlated Rain Streaks

inferredcites →https://doi.org/10.1109/iccv.2013.84openalex-snapshot

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Removing Rain from a Single Image via Discriminative Sparse Coding

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Single-image deraining using an adaptive nonlocal means filter

inferredcites →https://doi.org/10.1109/icip.2014.7025909openalex-snapshot

Exploiting image structural similarity for single image rain removal

inferredcites →https://doi.org/10.1109/icme.2006.262572openalex-snapshot

Rain Removal in Video by Combining Temporal and Chromatic Properties

inferredcites →https://doi.org/10.1109/ivs.2005.1505103openalex-snapshot

Rainy weather recognition from in-vehicle camera images for driver assistance

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Dictionaries for Sparse Representation Modeling

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Image quality assessment: from error visibility to structural similarity

inferredcites →https://doi.org/10.1109/tip.2011.2179057openalex-snapshot

Automatic Single-Image-Based Rain Streaks Removal via Image Decomposition

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Self-Learning Based Image Decomposition With Applications to Single Image Denoising

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Fast Edge Detection Using Structured Forests

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Adherent Raindrop Modeling, Detection and Removal in Video

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UCID: an uncompressed color image database

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Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

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Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

What points at this work

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Deep Feature Interactive Aggregation Network for Single Image Deraining

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Enhancing Rainy Weather Driving: Deep Unfolding Network With PGD Algorithm for Single Image Deraining

inferred← citeshttps://doi.org/10.1109/access.2024.3371484openalex-snapshot

LPN-IDD: A Lightweight Pyramid Network for Image Deraining and Detection

inferred← citeshttps://doi.org/10.1109/access.2024.3508805openalex-snapshot

Recursive Multi-Scale Network With Enhanced Attention for Structure-Preserving Deraining

inferred← citeshttps://doi.org/10.1109/airc64931.2025.11077516openalex-snapshot

Practicality of Translation-Assisted Monocular Depth Estimation for Rainy Weather

inferred← citeshttps://doi.org/10.1109/cac53003.2021.9727797openalex-snapshot

A Two-Branch Feature Modulated Network for Single Image Deraining

inferred← citeshttps://doi.org/10.1109/caibda65784.2025.11183431openalex-snapshot

Research on the Restoration of Rainy Substation Meter Images Based on Semi-Supervised Learning

inferred← citeshttps://doi.org/10.1109/ccdc62350.2024.10587649openalex-snapshot

Single Image De-raining Guided by Fourier Transform Prior

inferred← citeshttps://doi.org/10.1109/ccdc65474.2025.11090485openalex-snapshot

A New Improved Deep Unfolding Network for Single Image Deraining

inferred← citeshttps://doi.org/10.1109/cisp-bmei51763.2020.9263524openalex-snapshot

A Deep Meta-Learning Neural Network for Single Image Rain Removal

inferred← citeshttps://doi.org/10.1109/csit61576.2023.10324259openalex-snapshot

Comparison of Image Deraining Methods Using Deep Learning

inferred← citeshttps://doi.org/10.1109/cvpr.2018.00079openalex-snapshot

Density-Aware Single Image De-raining Using a Multi-stream Dense Network

inferred← citeshttps://doi.org/10.1109/cvpr.2019.00173openalex-snapshot

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

inferred← citeshttps://doi.org/10.1109/cvpr.2019.00396openalex-snapshot

Single Image Deraining: A Comprehensive Benchmark Analysis

inferred← citeshttps://doi.org/10.1109/cvpr.2019.00400openalex-snapshot

Semi-Supervised Transfer Learning for Image Rain Removal

inferred← citeshttps://doi.org/10.1109/cvpr.2019.00406openalex-snapshot

Progressive Image Deraining Networks: A Better and Simpler Baseline

inferred← citeshttps://doi.org/10.1109/cvpr.2019.00821openalex-snapshot

Depth-Attentional Features for Single-Image Rain Removal

inferred← citeshttps://doi.org/10.1109/cvpr.2019.01255openalex-snapshot

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

inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.00179openalex-snapshot

Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence

inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.00280openalex-snapshot

Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes

inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.00317openalex-snapshot

A Model-Driven Deep Neural Network for Single Image Rain Removal

inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.00324openalex-snapshot

All in One Bad Weather Removal Using Architectural Search

inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.01282openalex-snapshot

Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images

inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.01457openalex-snapshot

Detail-recovery Image Deraining via Context Aggregation Networks

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00070openalex-snapshot

Semi-Supervised Video Deraining with Dynamical Rain Generator

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00209openalex-snapshot

Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00626openalex-snapshot

Controlling the Rain: from Removal to Rendering

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00764openalex-snapshot

Memory Oriented Transfer Learning for Semi-Supervised Image Deraining

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00903openalex-snapshot

Removing Raindrops and Rain Streaks in One Go

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.01179openalex-snapshot

Self-Aligned Video Deraining with Transmission-Depth Consistency

inferred← citeshttps://doi.org/10.1109/cvpr52688.2022.00239openalex-snapshot

TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions

inferred← citeshttps://doi.org/10.1109/cvpr52688.2022.00573openalex-snapshot

Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity

inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.01297openalex-snapshot

WeatherStream: Light Transport Automation of Single Image Deweathering

inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.02421openalex-snapshot

Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining

inferred← citeshttps://doi.org/10.1109/cw68232.2025.00026openalex-snapshot

Ultra-High-Definition Image Deraining via Dual-Tree Complex Wavelet Representation and State Space Models

inferred← citeshttps://doi.org/10.1109/hpcc-dss-smartcity-dependsys53884.2021.00263openalex-snapshot

Research on Single Image Deraining Algorithm Based on Euclidean Distance with Adaptive Progressive Residual Network

inferred← citeshttps://doi.org/10.1109/iatmsi60426.2024.10502412openalex-snapshot

EIDA: An Effective Image Deraining Approach Based on Upscaling Method

inferred← citeshttps://doi.org/10.1109/icaci.2019.8778583openalex-snapshot

Rain-Density Squeeze-and-Excitation Residual Network for Single Image Rain-removal

inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9414978openalex-snapshot

A Fast and Efficient Network for Single Image Deraining

inferred← citeshttps://doi.org/10.1109/icassp40776.2020.9052926openalex-snapshot

Image De-Raining Via RDL: When Reweighted Convolutional Sparse Coding Meets Deep Learning

inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10447510openalex-snapshot

Latent Degradation Representation Constraint for Single Image Deraining

inferred← citeshttps://doi.org/10.1109/icbaie66852.2025.11326581openalex-snapshot

W-MTHN: Wavelet-Driven Mamba-Transformer Hybrid Network for Image Deraining

inferred← citeshttps://doi.org/10.1109/icccbda49378.2020.9095609openalex-snapshot

Multi-Scale Dense Selective Kernel Spatial Attention Network for Single Image De-raining

inferred← citeshttps://doi.org/10.1109/iccv.2019.00254openalex-snapshot

Deep Multi-Model Fusion for Single-Image Dehazing

inferred← citeshttps://doi.org/10.1109/iccv48922.2021.00231openalex-snapshot

Spatially-Adaptive Image Restoration using Distortion-Guided Networks

inferred← citeshttps://doi.org/10.1109/iccv48922.2021.00420openalex-snapshot

Structure-Preserving Deraining with Residue Channel Prior Guidance

inferred← citeshttps://doi.org/10.1109/iccv51070.2023.01205openalex-snapshot

Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks

inferred← citeshttps://doi.org/10.1109/icdcece53908.2022.9793075openalex-snapshot

De-raining using Dual Graph Convolutional Network

inferred← citeshttps://doi.org/10.1109/icdh51081.2020.00029openalex-snapshot

Single Image De-raining via Densely Connected Pyramid Network

inferred← citeshttps://doi.org/10.1109/icdh51081.2020.00051openalex-snapshot

Fast Spatio-Temporal Multi-Branch Fusion Network for Video Deraining

inferred← citeshttps://doi.org/10.1109/icdm.2019.00073openalex-snapshot

A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining

inferred← citeshttps://doi.org/10.1109/iceeict61591.2024.10718521openalex-snapshot

Exploring Single Frame Deraining Techniques: A Comprehensive Investigation

inferred← citeshttps://doi.org/10.1109/icetas62372.2024.11120061openalex-snapshot

Improving the Image Quality Using Generative Adversarial Network in Comparison with Support Vector Machine

inferred← citeshttps://doi.org/10.1109/icicml60161.2023.10424933openalex-snapshot

Dual Unsupervised Luminance-Space Pyramid-Constrained Network for Image Deraining in Real-World Scenarios

inferred← citeshttps://doi.org/10.1109/iciea54703.2022.10005888openalex-snapshot

Single Image Deraining via Rain-Steaks Aware Deep Convolutional Neural Network

inferred← citeshttps://doi.org/10.1109/iciea58696.2023.10241386openalex-snapshot

Single Image Deraining via Feature-based Deep Convolutional Neural Network

inferred← citeshttps://doi.org/10.1109/icip.2019.8803238openalex-snapshot

Unsupervised Single Image Deraining with Self-Supervised Constraints

inferred← citeshttps://doi.org/10.1109/icip.2019.8803245openalex-snapshot

Rain Streaks Removal for Single Image Via Directional Total Variation Regularization

inferred← citeshttps://doi.org/10.1109/icip.2019.8803265openalex-snapshot

Self-Refining Deep Symmetry Enhanced Network for Rain Removal

inferred← citeshttps://doi.org/10.1109/icip.2019.8803353openalex-snapshot

Dual-Domain Single Image De-Raining Using Conditional Generative Adversarial Network

inferred← citeshttps://doi.org/10.1109/icip40778.2020.9190848openalex-snapshot

Multi-Scale Features Joint Rain Removal For Single Image

inferred← citeshttps://doi.org/10.1109/icme.2019.00208openalex-snapshot

Single Image De-Raining via Generative Adversarial Nets

inferred← citeshttps://doi.org/10.1109/icme.2019.00239openalex-snapshot

Single Image Deraining using a Recurrent Multi-scale Aggregation and Enhancement Network

inferred← citeshttps://doi.org/10.1109/icme46284.2020.9102800openalex-snapshot

Single Image Rain Removal Boosting Via Directional Gradient

inferred← citeshttps://doi.org/10.1109/icme51207.2021.9428246openalex-snapshot

Star-Net: Spatial-Temporal Attention Residual Network for Video Deraining

inferred← citeshttps://doi.org/10.1109/icmew.2019.00-76openalex-snapshot

Embedding Non-Local Mean in Squeeze-and-Excitation Network for Single Image Deraining

inferred← citeshttps://doi.org/10.1109/icpr48806.2021.9412888openalex-snapshot

Removing Raindrops from a Single Image using Synthetic Data

inferred← citeshttps://doi.org/10.1109/icsp58490.2023.10248626openalex-snapshot

Multi-Attention Spatio-Temporal Feature Extraction Network for Image Deraining

inferred← citeshttps://doi.org/10.1109/ijcnn64981.2025.11227826openalex-snapshot

A Simplified Synthetic Attention Transformer for Single Image Deraining

inferred← citeshttps://doi.org/10.1109/ises54909.2022.00054openalex-snapshot

Progressive Multi-scale Deraining Network

inferred← citeshttps://doi.org/10.1109/itsc.2019.8917241openalex-snapshot

Vision-based Localization using a Monocular Camera in the Rain

inferred← citeshttps://doi.org/10.1109/jas.2019.1911441openalex-snapshot

Single image rain removal using image decomposition and a dense network

inferred← citeshttps://doi.org/10.1109/jstsp.2020.3043622openalex-snapshot

Degradation Aware Approach to Image Restoration Using Knowledge Distillation

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