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Latest papers without code

Non-Homogeneous Haze Removal via Artificial Scene Prior and Bidimensional Graph Reasoning

5 Apr 2021

Due to the lack of natural scene and haze prior information, it is greatly challenging to completely remove the haze from single image without distorting its visual content.

IMAGE DEHAZING SINGLE IMAGE DEHAZING

Progressive residual learning for single image dehazing

14 Mar 2021

The recent physical model-free dehazing methods have achieved state-of-the-art performances.

IMAGE DEHAZING SINGLE IMAGE DEHAZING

Efficient and Accurate Multi-scale Topological Network for Single Image Dehazing

24 Feb 2021

To achieve this, we propose a Multi-scale Topological Network (MSTN) to fully explore the features at different scales.

FEATURE SELECTION IMAGE DEHAZING SINGLE IMAGE DEHAZING

Progressive Depth Learning for Single Image Dehazing

21 Feb 2021

However, we note that the guidance of the depth information for transmission estimation could remedy the decreased visibility as distances increase.

DEPTH ESTIMATION IMAGE DEHAZING SINGLE IMAGE DEHAZING

A GAN-Based Input-Size Flexibility Model for Single Image Dehazing

19 Feb 2021

Based on the atmospheric scattering model, we design a novel model to directly generate the haze-free image.

IMAGE DEHAZING IMAGE RESTORATION IMAGE-TO-IMAGE TRANSLATION SINGLE IMAGE DEHAZING

Two-Step Image Dehazing with Intra-domain and Inter-domain Adaptation

6 Feb 2021

To alleviate the intra-domain gap of the synthetic domain, we propose an intra-domain adaptation to align distributions of other subsets to the optimal subset by adversarial learning.

DOMAIN ADAPTATION IMAGE DEHAZING

Indirect Domain Shift for Single Image Dehazing

5 Feb 2021

Therefore, it is capable of consolidating the expressibility of different architectures, resulting in a more accurate indirect domain shift (IDS) from the hazy images to that of clear images.

IMAGE DEHAZING SINGLE IMAGE DEHAZING

FWB-Net:Front White Balance Network for Color Shift Correction in Single Image Dehazing via Atmospheric Light Estimation

21 Jan 2021

However, for images taken in real-world, the illumination is not uniformly distributed over whole image which brings model mismatch and possibly results in color shift of the deep models using ASM.

IMAGE DEHAZING SINGLE IMAGE DEHAZING

Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing

7 Nov 2020

The performance of SkyGAN is evaluated on the recent SateHaze1k dataset as well as the HAI dataset.

DOMAIN ADAPTATION IMAGE DEHAZING IMAGE-TO-IMAGE TRANSLATION SSIM