SOTAVerified

Image Dehazing

Papers

Showing 201250 of 295 papers

TitleStatusHype
Progressive residual learning for single image dehazing0
Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks0
Efficient and Accurate Multi-scale Topological Network for Single Image Dehazing0
Progressive Depth Learning for Single Image Dehazing0
A GAN-Based Input-Size Flexibility Model for Single Image Dehazing0
Two-Step Image Dehazing with Intra-domain and Inter-domain Adaptation0
Indirect Domain Shift for Single Image Dehazing0
FWB-Net:Front White Balance Network for Color Shift Correction in Single Image Dehazing via Atmospheric Light Estimation0
Towards Domain Invariant Single Image Dehazing0
Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing0
Evaluating Single Image Dehazing Methods Under Realistic Sunlight Haze0
LCA-Net: Light Convolutional Autoencoder for Image DehazingCode0
HardGAN: A Haze-Aware Representation Distillation GAN for Single Image Dehazing0
Physics-based Feature Dehazing Networks0
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images0
Implicit Euler ODE Networks for Single-Image Dehazing0
Efficient Unpaired Image Dehazing with Cyclic Perceptual-Depth Supervision0
Single Image Dehazing Algorithm Based on Sky Region Segmentation0
Distilling Image Dehazing With Heterogeneous Task ImitationCode0
BidNet: Binocular Image Dehazing Without Explicit Disparity EstimationCode0
CGGAN: A Context Guided Generative Adversarial Network For Single Image Dehazing0
NH-HAZE: An Image Dehazing Benchmark with Non-Homogeneous Hazy and Haze-Free Images0
NTIRE 2020 Challenge on NonHomogeneous Dehazing0
Realistic Large-Scale Fine-Depth Dehazing Dataset from 3D Videos0
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
Enhanced Pix2pix Dehazing NetworkCode0
PMS-Net: Robust Haze Removal Based on Patch Map for Single ImagesCode0
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors0
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
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