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Should We Encode Rain Streaks in Video as Deterministic or Stochastic?
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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/10.1016/j.patcog.2011.07.009openalex-snapshot
Improve robustness of sparse PCA by L1-norm maximization
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/10.1109/34.969114openalex-snapshot
Fast approximate energy minimization via graph cuts
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.2017.186openalex-snapshot
Removing Rain from Single Images via a Deep Detail Network
inferredcites →https://doi.org/10.1109/cvprw.2012.6238919openalex-snapshot
Changedetection.net: A new change detection benchmark dataset
inferredcites →https://doi.org/10.1109/iccv.2013.169openalex-snapshot
Robust Matrix Factorization with Unknown Noise
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.2015.388openalex-snapshot
Removing Rain from a Single Image via Discriminative Sparse Coding
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/tip.2003.819861openalex-snapshot
Image quality assessment: from error visibility to structural similarity
inferredcites →https://doi.org/10.1109/tip.2005.859378openalex-snapshot
Image information and visual quality
inferredcites →https://doi.org/10.1109/tip.2011.2109730openalex-snapshot
FSIM: A Feature Similarity Index for Image Quality Assessment
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/tip.2016.2593343openalex-snapshot
Robust Low-Rank Matrix Factorization Under General Mixture Noise Distributions
inferredcites →https://doi.org/10.1109/tip.2017.2691802openalex-snapshot
Clearing the Skies: A Deep Network Architecture for Single-Image Rain Removal
inferredcites →https://doi.org/10.1109/tnnls.2014.2387376openalex-snapshot
$L_{1}$ -Norm Low-Rank Matrix Factorization by Variational Bayesian Method
inferredcites →https://doi.org/10.1109/tpami.2004.1262177openalex-snapshot
What energy functions can be minimized via graph cuts?
inferredcites →https://doi.org/10.1109/tpami.2012.132openalex-snapshot
Moving Object Detection by Detecting Contiguous Outliers in the Low-Rank Representation
inferredcites →https://doi.org/10.1109/tpami.2017.2732350openalex-snapshot
Robust Online Matrix Factorization for Dynamic Background Subtraction
inferredcites →https://doi.org/10.1111/j.2517-6161.1977.tb01600.xopenalex-snapshot
Maximum Likelihood from Incomplete Data Via the EM Algorithm
inferredcites →https://doi.org/10.1145/2487575.2487586openalex-snapshot
An efficient ADMM algorithm for multidimensional anisotropic total variation regularization problems
inferredcites →https://doi.org/10.1561/2200000016openalex-snapshot
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
inferredcites →https://doi.org/10.1561/9781601984616openalex-snapshot
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
inferredcites →https://doi.org/10.2200/s00601ed1v01y201410ivm016openalex-snapshot
Combating Bad Weather Part I: Rain Removal from Video
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/10.5539/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.
inferred← citeshttps://doi.org/10.2139/ssrn.4768720openalex-extracted
Task-Oriented Deep Hybrid Modeling for Video Rain Streaks and Accumulation Removal
inferred← citeshttps://doi.org/10.2139/ssrn.4824675openalex-extracted
Task-Oriented Deep Hybrid Modeling for Video Rain Streaks and Accumulation Removal
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P‐4.4: A Real‐Time Video Rain Removal Algorithm Using Layer Priors
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Self-attentive Pyramid Network for Single Image De-raining
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Rain Streak Removal with Well-Recovered Moving Objects from Video Sequences Using Photometric Correlation
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Using Motion Compensation and Matrix Completion Algorithm to Remove Rain Streaks and Snow for Video Sequences
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Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding
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An Efficient Video Desnowing and Deraining Method with a Novel Variant Dataset
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Latency-Constrained Spatial-Temporal Aggregated Architecture Search for Video Deraining
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Video Deraining via Temporal Discrepancy Learning
inferred← citeshttps://doi.org/10.1007/978-3-031-19800-7_33openalex-snapshot
Rethinking Video Rain Streak Removal: A New Synthesis Model and a Deraining Network with Video Rain Prior
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Neural Image Representations for Multi-image Fusion and Layer Separation
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Restoring Images in Adverse Weather Conditions via Histogram Transformer
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Dual-Rain: Video Rain Removal Using Assertive and Gentle Teachers
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Single Image Deraining via Multi-scale Gated Feature Enhancement Network
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A Survey of Single Image De-raining in 2020
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Optical Flow-Guided Multi-level Connection Network for Video Deraining
inferred← citeshttps://doi.org/10.1007/s00034-021-01883-7openalex-snapshot
New Single Image Rain Removal Algorithm Based on Dual Parallel Branch Residual Overlay Network
inferred← citeshttps://doi.org/10.1007/s00371-023-03198-xopenalex-snapshot
Dual-attention U-Net and multi-convolution network for single-image rain removal
inferred← citeshttps://doi.org/10.1007/s00521-022-07963-2openalex-snapshot
Complex scene video frames alignment and multi-frame fusion deraining with deep neural network
inferred← citeshttps://doi.org/10.1007/s00530-024-01572-wopenalex-snapshot
CGMAformer: CNN and gated multi axial-sparse transformer feature fusion network for image deraining
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Deep learning: survey of environmental and camera impacts on internet of things images
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Successive Graph Convolutional Network for Image De-raining
inferred← citeshttps://doi.org/10.1007/s11263-022-01620-wopenalex-snapshot
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior
inferred← citeshttps://doi.org/10.1007/s11263-024-02148-xopenalex-snapshot
Event-Driven Heterogeneous Network for Video Deraining
inferred← citeshttps://doi.org/10.1007/s11432-020-3225-9openalex-snapshot
Survey on rain removal from videos or a single image
inferred← citeshttps://doi.org/10.1007/s11760-025-04723-2openalex-snapshot
SFD-ResTrack: object trajectory extraction framework for traffic investigations in rainy conditions
inferred← citeshttps://doi.org/10.1007/s13042-020-01061-2openalex-snapshot
Single image rain streaks removal: a review and an exploration
inferred← citeshttps://doi.org/10.1007/s42979-020-00333-6openalex-snapshot
Rain Streaks and Snowflakes Removal for Video Sequences via Motion Compensation and Matrix Completion
inferred← citeshttps://doi.org/10.1016/j.apm.2018.03.001openalex-snapshot
A directional global sparse model for single image rain removal
inferred← citeshttps://doi.org/10.1016/j.apm.2019.10.065openalex-snapshot
Video deraining via nonlocal low-rank regularization
inferred← citeshttps://doi.org/10.1016/j.apm.2021.04.003openalex-snapshot
An L0-regularized global anisotropic gradient prior for single-image de-raining
inferred← citeshttps://doi.org/10.1016/j.cam.2023.115431openalex-snapshot
Unsupervised video rain streaks removal with deep foreground–background modeling
inferred← citeshttps://doi.org/10.1016/j.cviu.2023.103916openalex-snapshot
Adaptive Locally-Aligned Transformer for low-light video enhancement
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Depth prior-based stable tensor decomposition for video snow removal
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A total variation and group sparsity based tensor optimization model for video rain streak removal
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Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery
inferred← citeshttps://doi.org/10.1016/j.knosys.2020.106595openalex-snapshot
Structural residual learning for single image rain removal
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Single-image deraining via a Recurrent Memory Unit Network
inferred← citeshttps://doi.org/10.1016/j.knosys.2021.107006openalex-snapshot
Robust online rain removal for surveillance videos with dynamic rains
inferred← citeshttps://doi.org/10.1016/j.neucom.2020.07.083openalex-snapshot
Single image de-raining via clique recursive feedback mechanism
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Single-image de-raining using joint filter and multi-scale deep alternate-connection dense network
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Data-Driven single image deraining: A Comprehensive review and new perspectives
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ASF-Net: Robust video deraining via temporal alignment and online adaptive learning
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Toward Improved Real‐Time Rainfall Intensity Estimation Using Video Surveillance Cameras
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Video‐Based Rainfall Opportunistic Sensing in Hydrology: A Lightweight Machine Learning Approach
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A comprehensive survey: Image deraining and stereo‐matching task‐driven performance analysis
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A Tensor-Based Low-Rank Model for Single-Image Rain Streaks Removal
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An Automated Unified Framework for Video Deraining and Simultaneous Moving Object Detection in Surveillance Environments
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Video Snow Removal Based on Self-Adaptation Snow Detection and Patch-Based Gaussian Mixture Model
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Investigating Collaborative Layer Projection for Robust Rain Scene Modeling
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Progressive Rain Removal via a Recurrent Convolutional Network for Real Rain Videos
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Video Deraining Using the Visual Properties of Rain Streaks
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Practicality of Translation-Assisted Monocular Depth Estimation for Rainy Weather
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Density-Aware Single Image De-raining Using a Multi-stream Dense Network
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Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos
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Video Rain Streak Removal by Multiscale Convolutional Sparse Coding
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Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning
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Frame-Consistent Recurrent Video Deraining With Dual-Level Flow
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Semi-Supervised Transfer Learning for Image Rain Removal
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Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset
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Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence
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Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes
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A Model-Driven Deep Neural Network for Single Image Rain Removal
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All in One Bad Weather Removal Using Architectural Search
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Semi-Supervised Video Deraining with Dynamical Rain Generator
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Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation
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Self-Aligned Video Deraining with Transmission-Depth Consistency
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Neural Compression-Based Feature Learning for Video Restoration
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Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model
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Rain Streak Removal from Video Sequence using Spatiotemporal Appearance
inferred← citeshttps://doi.org/10.1109/icaci.2019.8778583openalex-snapshot
Rain-Density Squeeze-and-Excitation Residual Network for Single Image Rain-removal
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Rain Streak Removal via Multi-scale Mixture Exponential Power Model
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Temporal Rain Decomposition with Spatial Structure Guidance for Video Deraining
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Sequential Deep Unrolling With Flow Priors For Robust Video Deraining
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RainFlow: Optical Flow Under Rain Streaks and Rain Veiling Effect
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Counting Crowds in Bad Weather
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End-To-End Convolutional Network for Video Rain Streaks Removal
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Removing Rain in Videos: A Large-Scale Database and a Two-Stream ConvLSTM Approach
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Single Image Rain Removal Boosting Via Directional Gradient
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Star-Net: Spatial-Temporal Attention Residual Network for Video Deraining
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Searching Frame-Recurrent Attentive Deformable Network for Real-Time Video Deraining
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Spatial-Temporal Integration Network with Self-Guidance for Robust Video Deraining
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Video Deraining Via Temporal Aggregation-and-Guidance
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Towards General and Fast Video Derain via Knowledge Distillation
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Perception-Friendly Video Enhancement for Autonomous Driving under Adverse Weather Conditions
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Cumulative Rain Density Sensing Network for Single Image Derain
inferred← citeshttps://doi.org/10.1109/lsp.2021.3120598openalex-snapshot
Reconciling Hand-Crafted and Self-Supervised Deep Priors for Video Directional Rain Streaks Removal
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Progressive Subtractive Recurrent Lightweight Network for Video Deraining
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Real-Time Video Deraining via Global Motion Compensation and Hybrid Multi-Scale Temporal Correlations
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Semi-supervised Video Deraining Based on Enhanced Spatio- Temporal Interaction Network
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Recurrent Network Knowledge Distillation for Image Rain Removal
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Image De-Raining Using a Conditional Generative Adversarial Network
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Joint Depth and Density Guided Single Image De-Raining
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Multiscale Attentive Image De-Raining Networks via Neural Architecture Search
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Patch-Based Gaussian Mixture Model for Concealed Object Detection in Millimeter-Wave images
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D3R-Net: Dynamic Routing Residue Recurrent Network for Video Rain Removal
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FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors
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Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study
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Rain O’er Me: Synthesizing Real Rain to Derain With Data Distillation
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Online Rain/Snow Removal From Surveillance Videos
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Semi-Supervised Image Deraining Using Gaussian Processes
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Intensity-Aware Single-Image Deraining With Semantic and Color Regularization
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Triple-Level Model Inferred Collaborative Network Architecture for Video Deraining
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Memory-Guided Image De-Raining Using Time-Lapse Data
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PFDN: Pyramid Feature Decoupling Network for Single Image Deraining
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Event-Aware Video Deraining via Multi-Patch Progressive Learning
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Tensor Recovery Based on a Novel Non-Convex Function Minimax Logarithmic Concave Penalty Function
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Individualized Statistical Modeling of Lesions in Fundus Images for Anomaly Detection
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Lightweight Pyramid Networks for Image Deraining
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Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network
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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
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Event-Driven Video Restoration With Spiking-Convolutional Architecture
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.2022.3148707openalex-snapshot
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: Faster and Better
inferred← citeshttps://doi.org/10.1109/tpami.2022.3183612openalex-snapshot
Image De-Raining Transformer
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/tpami.2023.3241756openalex-snapshot
Continual Image Deraining With Hypergraph Convolutional Networks
inferred← citeshttps://doi.org/10.1111/cgf.13825openalex-snapshot
Rain Wiper: An Incremental Randomly Wired Network for Single Image Deraining
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Heavy snow removal in video based on tensor dimensionality reduction and simultaneous sparse coding
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Single Image Deraining via Recurrent Hierarchy Enhancement Network
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High-quality Frame Recurrent Video De-raining with Multi-contextual Adversarial Network
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/10.1145/3696409.3700228openalex-snapshot
MSTMENet: Multi-Scale Spatio-Temporal Mapping and Evolution Network for Video Deraining
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Research on Image Enhancement System of Low Visibility Scene in Rail Transit
inferred← citeshttps://doi.org/10.1609/aaai.v35i2.16224openalex-snapshot
Rain Streak Removal via Dual Graph Convolutional Network
inferred← citeshttps://doi.org/10.23919/date51398.2021.9474097openalex-snapshot
Reliable Edge Intelligence in Unreliable Environment
inferred← citeshttps://doi.org/10.3389/fnbot.2022.928707openalex-snapshot
A Novel Rain Removal Approach for Outdoor Dynamic Vision Sensor Event Videos
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/s21227610openalex-snapshot
Video Desnowing and Deraining via Saliency and Dual Adaptive Spatiotemporal Filtering
inferred← citeshttps://doi.org/10.48550/arxiv.1804.09555openalex-snapshot
Robust Video Content Alignment and Compensation for Clear Vision Through the Rain
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.2007.05167openalex-snapshot
Rain Streak Removal in a Video to Improve Visibility by TAWL Algorithm
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.2109.12257openalex-snapshot
Tensor Full Feature Measure and Its Nonconvex Relaxation Applications to Tensor Recovery
inferred← citeshttps://doi.org/10.48550/arxiv.2111.12925openalex-snapshot
ContourletNet: A Generalized Rain Removal Architecture Using Multi-Direction Hierarchical Representation
inferred← citeshttps://doi.org/10.70675/4949fe39z2d37z4b7dza42cz1d26a43a5401openalex-snapshot
Réseaux neuronaux en graphes inductifs Application à la surveillance Passive Visuelle et Acoustique
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