SOTAVerified

Image Dehazing

Papers

Showing 201250 of 295 papers

TitleStatusHype
Evaluating Single Image Dehazing Methods Under Realistic Sunlight Haze0
LCA-Net: Light Convolutional Autoencoder for Image DehazingCode0
Single image dehazing for a variety of haze scenarios using back projected pyramid networkCode1
Progressive Update Guided Interdependent Networks for Single Image DehazingCode1
Physics-based Feature Dehazing Networks0
HardGAN: A Haze-Aware Representation Distillation GAN for Single Image Dehazing0
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images0
Implicit Euler ODE Networks for Single-Image Dehazing0
Single Image Dehazing Algorithm Based on Sky Region Segmentation0
Efficient Unpaired Image Dehazing with Cyclic Perceptual-Depth Supervision0
You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural NetworkCode1
CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision TasksCode1
BidNet: Binocular Image Dehazing Without Explicit Disparity EstimationCode0
Distilling Image Dehazing With Heterogeneous Task ImitationCode0
CGGAN: A Context Guided Generative Adversarial Network For Single Image Dehazing0
PMHLD: Patch Map Based Hybrid Learning DehazeNet for Single Image Haze RemovalCode1
Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image DehazingCode1
Domain Adaptation for Image DehazingCode1
NTIRE 2020 Challenge on NonHomogeneous Dehazing0
NH-HAZE: An Image Dehazing Benchmark with Non-Homogeneous Hazy and Haze-Free Images0
Multi-Scale Boosted Dehazing Network with Dense Feature FusionCode1
Realistic Large-Scale Fine-Depth Dehazing Dataset from 3D Videos0
Y-net: Multi-scale feature aggregation network with wavelet structure similarity loss function for single image dehazingCode1
Lower Bound on Transmission Using Non-Linear Bounding Function in Single Image DehazingCode0
FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing0
A Novel Image Dehazing and Assessment Method0
Single Image Dehazing Using Ranking Convolutional Neural Network0
Classification-driven Single Image Dehazing0
FFA-Net: Feature Fusion Attention Network for Single Image DehazingCode0
GMAN: A Graph Multi-Attention Network for Traffic PredictionCode0
LAP-Net: Level-Aware Progressive Network for Image Dehazing0
Deep Multi-Model Fusion for Single-Image Dehazing0
Learning Deep Priors for Image Dehazing0
Retinex-Based Laplacian Pyramid Method for Image DefoggingCode0
GridDehazeNet: Attention-Based Multi-Scale Network for Image DehazingCode0
FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing NetworkCode0
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors0
PMS-Net: Robust Haze Removal Based on Patch Map for Single ImagesCode0
Enhanced Pix2pix Dehazing NetworkCode0
DHSGAN: An End to End Dehazing Network for Fog and SmokeCode0
Joint haze image synthesis and dehazing with mmd-vae losses0
Feature Forwarding for Efficient Single Image DehazingCode0
Fast Single Image Dehazing via Multilevel Wavelet Transform based OptimizationCode0
A Light Dual-Task Neural Network for Haze Removal0
Dense Haze: A benchmark for image dehazing with dense-haze and haze-free imagesCode1
Learning of Image Dehazing Models for Segmentation TasksCode0
Single Image Haze Removal Using Conditional Wasserstein Generative Adversarial NetworksCode0
Variational Regularized Transmission Refinement for Image Dehazing0
Morphological Network: How Far Can We Go with Morphological Neurons?0
Unsupervised Single Image Dehazing Using Dark Channel Prior LossCode0
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Benchmark Results

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