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Image Dehazing

13 papers with code · Computer Vision

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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

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

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

Improved Techniques for Learning to Dehaze and Beyond: A Collective Study

30 Jun 2018guanlongzhao/dehaze

Here we explore two related but important tasks based on the recently released REalistic Single Image DEhazing (RESIDE) benchmark dataset: (i) single image dehazing as a low-level image restoration problem; and (ii) high-level visual understanding (e. g., object detection) of hazy images.

IMAGE DEHAZING IMAGE RESTORATION OBJECT DETECTION SINGLE IMAGE DEHAZING

Feature Forwarding for Efficient Single Image Dehazing

19 Apr 2019pmm09c/ntire-dehazing

Haze degrades content and obscures information of images, which can negatively impact vision-based decision-making in real-time systems.

DECISION MAKING IMAGE CROPPING IMAGE DEHAZING SINGLE IMAGE DEHAZING SUPER RESOLUTION

Dense Haze: A benchmark for image dehazing with dense-haze and haze-free images

5 Apr 2019pmm09c/ntire-dehazing

Characterized by dense and homogeneous hazy scenes, Dense-Haze contains 33 pairs of real hazy and corresponding haze-free images of various outdoor scenes.

IMAGE DEHAZING SINGLE IMAGE DEHAZING

Progressive Feature Fusion Network for Realistic Image Dehazing

4 Oct 2018MKFMIKU/PFFNet

Most of them follow a classic atmospheric scattering model which is an elegant simplified physical model based on the assumption of single-scattering and homogeneous atmospheric medium.

IMAGE DEHAZING SINGLE IMAGE DEHAZING

DHSGAN: An End to End Dehazing Network for Fog and Smoke

ACCV2018 - Springer 2019 rmalav15/DHSGAN

In this paper we propose a novel end-to-end convolution dehazing architecture, called De-Haze and Smoke GAN (DHSGAN).

IMAGE DEHAZING IMAGE ENHANCEMENT SINGLE IMAGE DEHAZING

Image Dehazing via Joint Estimation of Transmittance Map and Environmental Illumination

4 Dec 2018pranoy-panda/ICAPR2017_Dehazing

Image dehazing methods try to recover haze-free image by removing the effect of haze from a given input image.

IMAGE DEHAZING

I-HAZE: a dehazing benchmark with real hazy and haze-free indoor images

13 Apr 2018inyong37/Vision

This represents an important advantage of the I-HAZE dataset that allows us to objectively compare the existing image dehazing techniques using traditional image quality metrics such as PSNR and SSIM.

CALIBRATION IMAGE DEHAZING