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Greatest papers with code

AOD-Net: All-In-One Dehazing Network

ICCV 2017 kritiksoman/GIMP-ML

This paper proposes an image dehazing model built with a convolutional neural network (CNN), called All-in-One Dehazing Network (AOD-Net).

IMAGE DEHAZING OBJECT DETECTION SSIM

"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors

Computer Vision Foundation 2018 yossigandelsman/DoubleDIP

It was shown [Ulyanov et al] that the structure of a single DIP generator network is sufficient to capture the low-level statistics of a single image.

IMAGE DEHAZING SEMANTIC SEGMENTATION TRANSPARENCY SEPARATION

Densely Connected Pyramid Dehazing Network

CVPR 2018 hezhangsprinter/DCPDN

We propose a new end-to-end single image dehazing method, called Densely Connected Pyramid Dehazing Network (DCPDN), which can jointly learn the transmission map, atmospheric light and dehazing all together.

IMAGE DEHAZING SINGLE IMAGE DEHAZING

FFA-Net: Feature Fusion Attention Network for Single Image Dehazing

18 Nov 2019zhilin007/FFA-Net

The FFA-Net architecture consists of three key components: 1) A novel Feature Attention (FA) module combines Channel Attention with Pixel Attention mechanism, considering that different channel-wise features contain totally different weighted information and haze distribution is uneven on the different image pixels.

IMAGE DEHAZING SINGLE IMAGE DEHAZING

Blind Video Temporal Consistency via Deep Video Prior

NeurIPS 2020 ChenyangLEI/deep-video-prior

Extensive quantitative and perceptual experiments show that our approach obtains superior performance than state-of-the-art methods on blind video temporal consistency.

COLORIZATION IMAGE DEHAZING IMAGE ENHANCEMENT OPTICAL FLOW ESTIMATION STYLE TRANSFER

DehazeNet: An End-to-End System for Single Image Haze Removal

28 Jan 2016caibolun/DehazeNet

The key to achieve haze removal is to estimate a medium transmission map for an input hazy image.

IMAGE DEHAZING SINGLE IMAGE HAZE REMOVAL

Gated Context Aggregation Network for Image Dehazing and Deraining

21 Nov 2018cddlyf/GCANet

Image dehazing aims to recover the uncorrupted content from a hazy image.

IMAGE DEHAZING RAIN REMOVAL

GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing

ICCV 2019 proteus1991/GridDehazeNet

The proposed hazing method does not rely on the atmosphere scattering model, and we provide an explanation as to why it is not necessarily beneficial to take advantage of the dimension reduction offered by the atmosphere scattering model for image dehazing, even if only the dehazing results on synthetic images are concerned.

DIMENSIONALITY REDUCTION IMAGE DEHAZING SINGLE IMAGE DEHAZING

Domain Adaptation for Image Dehazing

CVPR 2020 HUSTSYJ/DA_dahazing

By training image translation and dehazing network in an end-to-end manner, we can obtain better effects of both image translation and dehazing.

DOMAIN ADAPTATION IMAGE DEHAZING

Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing

14 May 2018engindeniz/Cycle-Dehaze

In this paper, we present an end-to-end network, called Cycle-Dehaze, for single image dehazing problem, which does not require pairs of hazy and corresponding ground truth images for training.

IMAGE DEHAZING SINGLE IMAGE DEHAZING