SOTAVerified

Image Dehazing

( Image credit: Densely Connected Pyramid Dehazing Network )

Papers

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Showing 201–250 of 295 papers

TitleStatusHype
FALCON: Frequency Adjoint Link with CONtinuous Density Mask for Fast Single Image Dehazing—0
FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing—0
Feature Fusion Attention Network with CycleGAN for Image Dehazing, De-Snowing and De-Raining—0
Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration—0
Fully Non-Homogeneous Atmospheric Scattering Modeling with Convolutional Neural Networks for Single Image Dehazing—0
Fully Point-wise Convolutional Neural Network for Modeling Statistical Regularities in Natural Images—0
FWB-Net:Front White Balance Network for Color Shift Correction in Single Image Dehazing via Atmospheric Light Estimation—0
Gated Fusion Network for Single Image Dehazing—0
GGADN: Guided generative adversarial dehazing network—0
GridDehazeNet+: An Enhanced Multi-Scale Network with Intra-Task Knowledge Transfer for Single Image Dehazing—0
HardGAN: A Haze-Aware Representation Distillation GAN for Single Image Dehazing—0
Haze-Aware Attention Network for Single-Image Dehazing—0
Image Dehazing using Bilinear Composition Loss Function—0
Implicit Euler ODE Networks for Single-Image Dehazing—0
Indirect Domain Shift for Single Image Dehazing—0
Investigating Haze-relevant Features in A Learning Framework for Image Dehazing—0
Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing—0
Joint haze image synthesis and dehazing with mmd-vae losses—0
Joint Transmission Map Estimation and Dehazing using Deep Networks—0
LAP-Net: Level-Aware Progressive Network for Image Dehazing—0
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images—0
Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond—0
Learning Deep Priors for Image Dehazing—0
Learning to Deblur Polarized Images—0
Realistic Large-Scale Fine-Depth Dehazing Dataset from 3D Videos—0
Learning to dehaze with polarization—0
Learning To Restore Hazy Video: A New Real-World Dataset and a New Method—0
Model-Based Single Image Deep Dehazing—0
Multi-Scale Single Image Dehazing Using Laplacian and Gaussian Pyramids—0
Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle—0
Near-Infrared Depth-Independent Image Dehazing using Haar Wavelets—0
Near-Infrared Image Dehazing Via Color Regularization—0
NH-HAZE: An Image Dehazing Benchmark with Non-Homogeneous Hazy and Haze-Free Images—0
NightHaze: Nighttime Image Dehazing via Self-Prior Learning—0
Non-aligned supervision for Real Image Dehazing—0
Non-Local Image Dehazing—0
NTIRE 2020 Challenge on NonHomogeneous Dehazing—0
ODCR: Orthogonal Decoupling Contrastive Regularization for Unpaired Image Dehazing—0
On the Duality Between Retinex and Image Dehazing—0
Orthogonal Transform based Generative Adversarial Network for Image Dehazing—0
PANet: A Physics-guided Parametric Augmentation Net for Image Dehazing by Hazing—0
Parallel Cross Strip Attention Network for Single Image Dehazing—0
Perceptually Optimized Generative Adversarial Network for Single Image Dehazing—0
Physics-based Feature Dehazing Networks—0
Physics-Based Generative Adversarial Models for Image Restoration and Beyond—0
Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing—0
PriorNet: A Novel Lightweight Network with Multidimensional Interactive Attention for Efficient Image Dehazing—0
Progressive Depth Learning for Single Image Dehazing—0
Progressive residual learning for single image dehazing—0
Prototype Clustered Diffusion Models for Versatile Inverse Problems—0
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All datasetsSOTS IndoorSOTS OutdoorHaze4kO-HazeRS-HazeRESIDE-6KDense-HazeI-HAZENH-HAZEKITTIDNH-HAZEHD-NH-HAZE

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ConvIRPSNR42.72—Unverified
2MixDehazeNetPSNR42.62—Unverified
3C2PNetPSNR42.56—Unverified
4FSNetPSNR42.45—Unverified
5ChaIRPSNR41.95—Unverified
6SAD-NetPSNR41.71—Unverified
7DSANetPSNR41.36—Unverified
8gUNet-DPSNR41.34—Unverified
9DEA-Net-CRPSNR41.31—Unverified
10SFNetPSNR41.24—Unverified
#ModelMetricClaimedVerifiedStatus
1ChaIRPSNR40.73—Unverified
2FSNetPSNR40.4—Unverified
3SFNetPSNR40.05—Unverified
4Instruct-IPTPSNR39.95—Unverified
5ConvIRPSNR39.42—Unverified
6IRNeXtPSNR39.18—Unverified
7CasDyF-NetPSNR38.86—Unverified
8DSANetPSNR38.39—Unverified
9SANetPSNR38.01—Unverified
10SAD-NetPSNR37.78—Unverified
#ModelMetricClaimedVerifiedStatus
1CasDyF-NetPSNR35.73—Unverified
2MixDehazeNetPSNR35.64—Unverified
3ConvIRPSNR34.5—Unverified
4DEA-Net-CRPSNR34.25—Unverified
5FSNetPSNR34.12—Unverified
6gUNet-DPSNR33.52—Unverified
7PMNetPSNR33.49—Unverified
8DMT-NetPSNR28.53—Unverified
9FFA-NetPSNR26.96—Unverified
10GDNetPSNR23.29—Unverified
#ModelMetricClaimedVerifiedStatus
1CasDyF-NetPSNR25.44—Unverified
2ConvIRPSNR25.36—Unverified
3SRDefogPSNR24.61—Unverified
4CL2SPSNR24.58—Unverified
5BPPNetPSNR24.27—Unverified
6EDN-GTMPSNR23.46—Unverified
7Cycle-DehazePSNR19.62—Unverified
#ModelMetricClaimedVerifiedStatus
1DehazeFormer-BPSNR39.87—Unverified
2gUNet-DPSNR39.7—Unverified
3FFA-NetPSNR39.39—Unverified
4GridDehazeNetPSNR36.4—Unverified
5AECR-NetPSNR35.69—Unverified
6GCANetPSNR34.41—Unverified
7DehazeNetPSNR23.16—Unverified
#ModelMetricClaimedVerifiedStatus
1DehazeFormer-BPSNR31.45—Unverified
2MixDehazeNetPSNR30.18—Unverified
3DA-CLIPPSNR30.16—Unverified
4FFA-NetPSNR29.96—Unverified
5DAPSNR27.76—Unverified
6DCPDNPSNR19.39—Unverified
#ModelMetricClaimedVerifiedStatus
1CasDyF-NetPSNR17.56—Unverified
2SAD-NetPSNR17.16—Unverified
3BPPNetPSNR17.01—Unverified
4SRDefogPSNR16.67—Unverified
5EDN-GTMPSNR15.43—Unverified
#ModelMetricClaimedVerifiedStatus
1EDN-GTMPSNR22.9—Unverified
2BPPNetPSNR22.56—Unverified
3ConvIRPSNR22.44—Unverified
4SAD-NetPSNR21.65—Unverified
#ModelMetricClaimedVerifiedStatus
1CFENPSNR24.26—Unverified
2DWGANPSNR22.13—Unverified
3SRDefogPSNR20.99—Unverified
4SAD-NetPSNR20.48—Unverified
#ModelMetricClaimedVerifiedStatus
1FFA-NetPSNR27.45—Unverified
2GMANPSNR24.64—Unverified
3LCAPSNR18.32—Unverified
#ModelMetricClaimedVerifiedStatus
1DehazeDCTPSNR21.73—Unverified
#ModelMetricClaimedVerifiedStatus
1DehazeDCTPSNR22.36—Unverified
#ModelMetricClaimedVerifiedStatus
1DehazeDCTPSNR22.86—Unverified
#ModelMetricClaimedVerifiedStatus
1EENetPSNR27.45—Unverified
#ModelMetricClaimedVerifiedStatus
1LCA-NetPSNR17.07—Unverified