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Task-Oriented Deep Hybrid Modeling for Video Rain Streaks and Accumulation Removal

https://doi.org/10.2139/ssrn.4824675
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s11263-008-0200-2openalex-extracted
Analysis of Rain and Snow in Frequency Space
inferredcites →https://doi.org/10.1007/s11263-011-0421-7openalex-extracted
Rain or Snow Detection in Image Sequences Through Use of a Histogram of Orientation of Streaks
inferredcites →https://doi.org/10.1016/j.cviu.2020.103106openalex-extracted
Single image rain removal via multi-module deep grid network
inferredcites →https://doi.org/10.1016/j.cviu.2021.103253openalex-extracted
Dehazing cost volume for deep multi-view stereo in scattering media with airlight and scattering coefficient estimation
inferredcites →https://doi.org/10.1016/j.cviu.2022.103357openalex-extracted
Robust detection of dehazed images via dual-stream CNNs with adaptive feature fusion
inferredcites →https://doi.org/10.1016/j.cviu.2023.103648openalex-extracted
WMCP-EM: An integrated dehazing framework for visibility restoration in single image
inferredcites →https://doi.org/10.1016/j.cviu.2023.103657openalex-extracted
DSDNet: Toward single image deraining with self-paced curricular dual stimulations
inferredcites →https://doi.org/10.1016/j.knosys.2023.110719openalex-extracted
Nighttime pedestrian detection based on Fore-Background contrast learning
inferredcites →https://doi.org/10.1109/csae.2012.6272780openalex-extracted
Removing rain and snow in a single image using guided filter
inferredcites →https://doi.org/10.1109/cvpr.2009.5206515openalex-extracted
Single image haze removal using dark channel prior
inferredcites →https://doi.org/10.1109/cvpr.2017.186openalex-extracted
Removing Rain from Single Images via a Deep Detail Network
inferredcites →https://doi.org/10.1109/cvpr.2017.303openalex-extracted
Video Desnowing and Deraining Based on Matrix Decomposition
inferredcites →https://doi.org/10.1109/cvpr.2018.00341openalex-extracted
Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos
inferredcites →https://doi.org/10.1109/cvpr.2018.00658openalex-extracted
Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework
inferredcites →https://doi.org/10.1109/cvpr.2018.00695openalex-extracted
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding
inferredcites →https://doi.org/10.1109/cvpr.2019.00176openalex-extracted
Frame-Consistent Recurrent Video Deraining With Dual-Level Flow
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00223openalex-extracted
Multi-Scale Boosted Dehazing Network With Dense Feature Fusion
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01179openalex-extracted
Self-Aligned Video Deraining with Transmission-Depth Consistency
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01458openalex-extracted
Multi-Stage Progressive Image Restoration
inferredcites →https://doi.org/10.1109/cvprw56347.2022.00527openalex-extracted
On the Choice of Data for Efficient Training and Validation of End-to-End Driving Models
inferredcites →https://doi.org/10.1109/icassp40776.2020.9052969openalex-extracted
Sequential Deep Unrolling With Flow Priors For Robust Video Deraining
inferredcites →https://doi.org/10.1109/iccv.2017.189openalex-extracted
Joint Convolutional Analysis and Synthesis Sparse Representation for Single Image Layer Separation
inferredcites →https://doi.org/10.1109/iccv.2017.191openalex-extracted
Transformed Low-Rank Model for Line Pattern Noise Removal
inferredcites →https://doi.org/10.1109/iccv.2017.275openalex-extracted
Should We Encode Rain Streaks in Video as Deterministic or Stochastic?
inferredcites →https://doi.org/10.1109/icme46284.2020.9102782openalex-extracted
Flexible Bilevel Image Layer Modeling For Robust Deraining
inferredcites →https://doi.org/10.1109/icme55011.2023.00334openalex-extracted
Towards General and Fast Video Derain via Knowledge Distillation
inferredcites →https://doi.org/10.1109/icsma.2008.4505573openalex-extracted
Rain Removal Using Kalman Filter in Video
inferredcites →https://doi.org/10.1109/lsp.2018.2889277openalex-extracted
Learning Bilevel Layer Priors for Single Image Rain Streaks Removal
inferredcites →https://doi.org/10.1109/tcsvt.2021.3114601openalex-extracted
Single Image Haze Removal Based on a Simple Additive Model With Haze Smoothness Prior
inferredcites →https://doi.org/10.1109/tip.2015.2428933openalex-extracted
Video Deraining and Desnowing Using Temporal Correlation and Low-Rank Matrix Completion
inferredcites →https://doi.org/10.1109/tip.2017.2708841openalex-extracted
Single Image Rain Streak Decomposition Using Layer Priors
inferredcites →https://doi.org/10.1109/tip.2018.2869722openalex-extracted
D3R-Net: Dynamic Routing Residue Recurrent Network for Video Rain Removal
inferredcites →https://doi.org/10.1109/tip.2018.2880512openalex-extracted
FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors
inferredcites →https://doi.org/10.1109/tip.2020.3004733openalex-extracted
Investigating Task-Driven Latent Feasibility for Nonconvex Image Modeling
inferredcites →https://doi.org/10.1109/tip.2021.3128327openalex-extracted
Triple-Level Model Inferred Collaborative Network Architecture for Video Deraining
inferredcites →https://doi.org/10.1109/tip.2023.3272283openalex-extracted
Event-Aware Video Deraining via Multi-Patch Progressive Learning
inferredcites →https://doi.org/10.1109/tpami.2010.168openalex-extracted
Single Image Haze Removal Using Dark Channel Prior
inferredcites →https://doi.org/10.1109/tpami.2020.2995190openalex-extracted
Single Image Deraining: From Model-Based to Data-Driven and Beyond
inferredcites →https://doi.org/10.1109/tpami.2021.3083076openalex-extracted
Recurrent Multi-Frame Deraining: Combining Physics Guidance and Adversarial Learning
inferredcites →https://doi.org/10.1137/140990978openalex-extracted
Boosting of Image Denoising Algorithms
inferredcites →https://doi.org/10.2991/jcis.2008.65openalex-extracted
The Application of Histogram on Rain Detection in Video
inferredcites →https://doi.org/10.48550/arxiv.1709.01507openalex-extracted
Squeeze-and-Excitation Networks
inferredcites →https://doi.org/10.48550/arxiv.2103.12318openalex-extracted
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework
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