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Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-540-89689-0_49openalex-snapshot
Using the Shape Characteristics of Rain to Identify and Remove Rain from Video
inferredcites →https://doi.org/10.1007/s11263-008-0200-2openalex-snapshot
Analysis of Rain and Snow in Frequency Space
inferredcites →https://doi.org/10.1007/s11263-011-0421-7openalex-snapshot
Rain or Snow Detection in Image Sequences Through Use of a Histogram of Orientation of Streaks
inferredcites →https://doi.org/10.1007/s11263-014-0759-8openalex-snapshot
Utilizing Local Phase Information to Remove Rain from Video
inferredcites →https://doi.org/10.1049/el:20080522openalex-snapshot
Scope of validity of PSNR in image/video quality assessment
inferredcites →https://doi.org/10.1049/iet-ipr.2010.0547openalex-snapshot
Video post processing: low-latency spatiotemporal approach for detection and removal of rain
inferredcites →https://doi.org/10.1109/cvpr.2004.1315077openalex-snapshot
Detection and removal of rain from videos
inferredcites →https://doi.org/10.1109/cvpr.2016.299openalex-snapshot
Rain Streak Removal Using Layer Priors
inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot
Deep Residual Learning for Image Recognition
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/cvpr.2017.301openalex-snapshot
A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors
inferredcites →https://doi.org/10.1109/iccv.2001.937655openalex-snapshot
A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
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
Restoring an Image Taken through a Window Covered with Dirt or Rain
inferredcites →https://doi.org/10.1109/iccv.2015.388openalex-snapshot
Removing Rain from a Single Image via Discriminative Sparse Coding
inferredcites →https://doi.org/10.1109/iccv.2017.275openalex-snapshot
Should We Encode Rain Streaks in Video as Deterministic or Stochastic?
inferredcites →https://doi.org/10.1109/icip.2013.6738189openalex-snapshot
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/icme.2012.92openalex-snapshot
Context-Aware Single Image Rain Removal
inferredcites →https://doi.org/10.1109/tip.2003.819861openalex-snapshot
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
inferredcites →https://doi.org/10.1109/tip.2013.2290595openalex-snapshot
A Rain Pixel Recovery Algorithm for Videos With Highly Dynamic Scenes
inferredcites →https://doi.org/10.1109/tip.2015.2428933openalex-snapshot
Video Deraining and Desnowing Using Temporal Correlation and Low-Rank Matrix Completion
inferredcites →https://doi.org/10.1109/tmm.2013.2284759openalex-snapshot
Self-Learning Based Image Decomposition With Applications to Single Image Denoising
inferredcites →https://doi.org/10.1145/1141911.1141985openalex-snapshot
Photorealistic rendering of rain streaks
inferredcites →https://doi.org/10.4103/0377-2063.78382openalex-snapshot
A Probabilistic Approach for Detection and Removal of Rain from Videos
inferredcites →https://doi.org/10.48550/arxiv.1412.3555openalex-snapshot
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
inferredcites →https://doi.org/10.5539/cis.v2n1p53openalex-snapshot
Pixel Based Temporal Analysis Using Chromatic Property for Removing Rain from Videos
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Task-Oriented Deep Hybrid Modeling for Video Rain Streaks and Accumulation Removal
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Task-Oriented Deep Hybrid Modeling for Video Rain Streaks and Accumulation Removal
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Video Deraining via Temporal Discrepancy Learning
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Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-Ahead Forward Ones
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Rethinking Video Rain Streak Removal: A New Synthesis Model and a Deraining Network with Video Rain Prior
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Recurrent Network Knowledge Distillation for Image Rain Removal
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Rain Streak Removal From Light Field Images
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Semi-Supervised Image Deraining Using Knowledge Distillation
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FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors
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Confidence Measure Guided Single Image De-Raining
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Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study
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Single Image Deraining Using Time-Lapse Data
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Rain O’er Me: Synthesizing Real Rain to Derain With Data Distillation
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Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal
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Intensity-Aware Single-Image Deraining With Semantic and Color Regularization
inferred← citeshttps://doi.org/10.1109/tip.2021.3128327openalex-snapshot
Triple-Level Model Inferred Collaborative Network Architecture for Video Deraining
inferred← citeshttps://doi.org/10.1109/tip.2022.3180561openalex-snapshot
Memory-Guided Image De-Raining Using Time-Lapse Data
inferred← citeshttps://doi.org/10.1109/tip.2022.3219227openalex-snapshot
PFDN: Pyramid Feature Decoupling Network for Single Image Deraining
inferred← citeshttps://doi.org/10.1109/tip.2023.3234692openalex-snapshot
Rain Removal From Light Field Images With 4D Convolution and Multi-Scale Gaussian Process
inferred← citeshttps://doi.org/10.1109/tip.2023.3272283openalex-snapshot
Event-Aware Video Deraining via Multi-Patch Progressive Learning
inferred← citeshttps://doi.org/10.1109/tip.2023.3335822openalex-snapshot
An Efficient Single Image De-Raining Model With Decoupled Deep Networks
inferred← citeshttps://doi.org/10.1109/tip.2024.3378472openalex-snapshot
Depth-Aware Unpaired Video Dehazing
inferred← citeshttps://doi.org/10.1109/tnnls.2020.3015897openalex-snapshot
Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network
inferred← citeshttps://doi.org/10.1109/tnnls.2020.3041752openalex-snapshot
Single-Image Deraining via Recurrent Residual Multiscale Networks
inferred← citeshttps://doi.org/10.1109/tnnls.2022.3227730openalex-snapshot
Direction and Residual Awareness Curriculum Learning Network for Rain Streaks Removal
inferred← citeshttps://doi.org/10.1109/tnnls.2022.3231453openalex-snapshot
RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining
inferred← citeshttps://doi.org/10.1109/tnnls.2023.3329741openalex-snapshot
Event-Driven Video Restoration With Spiking-Convolutional Architecture
inferred← citeshttps://doi.org/10.1109/tnnls.2025.3543381openalex-snapshot
EGVD: Event-Guided Video Deraining
inferred← citeshttps://doi.org/10.1109/tpami.2019.2895793openalex-snapshot
Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks
inferred← citeshttps://doi.org/10.1109/tpami.2020.2995190openalex-snapshot
Single Image Deraining: From Model-Based to Data-Driven and Beyond
inferred← citeshttps://doi.org/10.1109/tpami.2020.2996538openalex-snapshot
Bridging the Gap Between Computational Photography and Visual Recognition
inferred← citeshttps://doi.org/10.1109/tpami.2021.3083076openalex-snapshot
Recurrent Multi-Frame Deraining: Combining Physics Guidance and Adversarial Learning
inferred← citeshttps://doi.org/10.1109/tpami.2022.3142071openalex-snapshot
Deep Video Prior for Video Consistency and Propagation
inferred← citeshttps://doi.org/10.1109/tpami.2022.3148707openalex-snapshot
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: Faster and Better
inferred← citeshttps://doi.org/10.1109/tpami.2022.3180560openalex-snapshot
Memory Uncertainty Learning for Real-World Single Image Deraining
inferred← citeshttps://doi.org/10.1109/tpami.2022.3186629openalex-snapshot
Learning to Remove Rain in Video With Self-Supervision
inferred← citeshttps://doi.org/10.1109/tro.2026.3697155openalex-snapshot
Event-Based Desnowing for Autonomous Driving
inferred← citeshttps://doi.org/10.1111/cgf.13825openalex-snapshot
Rain Wiper: An Incremental Randomly Wired Network for Single Image Deraining
inferred← citeshttps://doi.org/10.1145/3343031.3351149openalex-snapshot
Single Image Deraining via Recurrent Hierarchy Enhancement Network
inferred← citeshttps://doi.org/10.1145/3394171.3413820openalex-snapshot
DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal
inferred← citeshttps://doi.org/10.1145/3462328openalex-snapshot
Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images
inferred← citeshttps://doi.org/10.1145/3581783.3611742openalex-snapshot
Sequential Affinity Learning for Video Restoration
inferred← citeshttps://doi.org/10.1145/3581783.3611922openalex-snapshot
Disentangle Propagation and Restoration for Efficient Video Recovery
inferred← citeshttps://doi.org/10.1145/3581783.3612001openalex-snapshot
Mask-Guided Progressive Network for Joint Raindrop and Rain Streak Removal in Videos
inferred← citeshttps://doi.org/10.1145/3664647.3680916openalex-snapshot
RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining
inferred← citeshttps://doi.org/10.1155/2024/7454928openalex-snapshot
Real‐World Image Deraining Using Model‐Free Unsupervised Learning
inferred← citeshttps://doi.org/10.11834/jig.240041openalex-snapshot
Visual perception and understanding in degraded scenarios
inferred← citeshttps://doi.org/10.1371/journal.pone.0301439openalex-snapshot
Frequency-oriented hierarchical fusion network for single image raindrop removal
inferred← citeshttps://doi.org/10.1609/aaai.v38i3.27957openalex-snapshot
Neuromorphic Event Signal-Driven Network for Video De-raining
inferred← citeshttps://doi.org/10.26599/cvm.2025.9450502openalex-snapshot
Spatiotemporal Fusion Transformer for Video Demoiréing
inferred← citeshttps://doi.org/10.32657/10356/173647openalex-snapshot
Towards robust deep learning models against corruptions
inferred← citeshttps://doi.org/10.3390/app11052214openalex-snapshot
Rain Streak Removal for Single Images Using Conditional Generative Adversarial Networks
inferred← citeshttps://doi.org/10.3390/app13042709openalex-snapshot
Multi-Scale Aggregation Residual Channel Attention Fusion Network for Single Image Deraining
inferred← citeshttps://doi.org/10.3390/fractalfract7010024openalex-snapshot
DAMNet: A Dual Adjacent Indexing and Multi-Deraining Network for Real-Time Image Deraining
inferred← citeshttps://doi.org/10.3390/jimaging7030052openalex-snapshot
A Review of Detection and Removal of Raindrops in Automotive Vision Systems
inferred← citeshttps://doi.org/10.3390/make4030035openalex-snapshot
Deep Leaning Based Frequency-Aware Single Image Deraining by Extracting Knowledge from Rain and Background
inferred← citeshttps://doi.org/10.3390/s21206856openalex-snapshot
Video Rain-Streaks Removal by Combining Data-Driven and Feature-Based Models
inferred← citeshttps://doi.org/10.3390/s22134707openalex-snapshot
A Survey of Deep Learning-Based Image Restoration Methods for Enhancing Situational Awareness at Disaster Sites: The Cases of Rain, Snow and Haze
inferred← citeshttps://doi.org/10.3390/sym15101832openalex-snapshot
Semi-RainGAN: A Semisupervised Coarse-to-Fine Guided Generative Adversarial Network for Mixture of Rain Removal
inferred← citeshttps://doi.org/10.3837/tiis.2021.05.013openalex-snapshot
Single Low-Light Ghost-Free Image Enhancement via Deep Retinex Model
inferred← citeshttps://doi.org/10.4208/jics.v16.n1.p52openalex-snapshot
Total Variation Regularization Low-Rank Decomposition Based Tensor Model for Video Rain Streaks Removal
inferred← citeshttps://doi.org/10.4271/2020-01-0091openalex-snapshot
Rain-Adaptive Intensity-Driven Object Detection for Autonomous Vehicles
inferred← citeshttps://doi.org/10.48550/arxiv.1811.09780openalex-snapshot
A^2Net: Adjacent Aggregation Networks for Image Raindrop Removal
inferred← citeshttps://doi.org/10.48550/arxiv.1902.07090openalex-snapshot
Directional Regularized Tensor Modeling for Video Rain Streaks Removal
inferred← citeshttps://doi.org/10.48550/arxiv.1904.04474openalex-snapshot
UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments
inferred← citeshttps://doi.org/10.48550/arxiv.1909.06148openalex-snapshot
Video Rain/Snow Removal by Transformed Online Multiscale Convolutional Sparse Coding
inferred← citeshttps://doi.org/10.48550/arxiv.2006.05580openalex-snapshot
Syn2Real Transfer Learning for Image Deraining using Gaussian Processes
inferred← citeshttps://doi.org/10.48550/arxiv.2010.11838openalex-snapshot
Blind Video Temporal Consistency via Deep Video Prior
inferred← citeshttps://doi.org/10.48550/arxiv.2103.02488openalex-snapshot
Non-local Channel Aggregation Network for Single Image Rain Removal
inferred← citeshttps://doi.org/10.48550/arxiv.2104.08126openalex-snapshot
Exploiting Global and Local Attentions for Heavy Rain Removal on Single Images
inferred← citeshttps://doi.org/10.48550/arxiv.2104.08852openalex-snapshot
Let's See Clearly: Contaminant Artifact Removal for Moving Cameras
inferred← citeshttps://doi.org/10.48550/arxiv.2108.03873openalex-snapshot
Rain Removal and Illumination Enhancement Done in One Go
inferred← citeshttps://doi.org/10.5281/zenodo.4715680openalex-snapshot
AAU Visual Rain Dataset (VIRADA)
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