A comprehensive review on analysis and implementation of recent image dehazing methods

SC Agrawal, AS Jalal - Archives of Computational Methods in Engineering, 2022 - Springer
Images acquired in poor weather conditions (haze, fog, smog, mist, etc.) are often severely
degraded. In the atmosphere, there exists two types of particles: dry particles (dust, smoke …

Image dehazing via enhancement, restoration, and fusion: A survey

X Guo, Y Yang, C Wang, J Ma - Information Fusion, 2022 - Elsevier
Haze usually causes severe interference to image visibility. Such degradation on images
troubles both human observers and computer vision systems. To seek high-quality images …

Multi-scale single image dehazing using Laplacian and Gaussian pyramids

Z Li, H Shu, C Zheng - IEEE Transactions on Image Processing, 2021 - ieeexplore.ieee.org
Model-based single image dehazing was widely studied due to its extensive applications.
Ambiguity between object radiance and haze and noise amplification in sky regions are two …

Recent advances in image dehazing: Formal analysis to automated approaches

B Goyal, A Dogra, DC Lepcha, V Goyal, A Alkhayyatd… - Information …, 2023 - Elsevier
Images captured in hazy environments need to be processed to increase their contrast and
colour integrity. Dehazing, sometimes referred to as haze removal is an important pre …

Image defogging quality assessment: Real-world database and method

W Liu, F Zhou, T Lu, J Duan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Fog removal from an image is an active research topic in computer vision. However, current
literature is weak in the following two areas which in many ways are hindering progress for …

Nighttime image dehazing based on Retinex and dark channel prior using Taylor series expansion

Q Tang, J Yang, X He, W Jia, Q Zhang, H Liu - Computer Vision and Image …, 2021 - Elsevier
Haze removal from nighttime images is more difficult compared with daytime image
dehazing due to the uneven illumination, low contrast and severe color distortion. In this …

Geometric-pixel guided single-pass convolution neural network with graph cut for image dehazing

FS Alenezi, S Ganesan - IEEE Access, 2021 - ieeexplore.ieee.org
One of the major shortcomings of existing image dehazing algorithms is in estimating scene
transmittance, which has assumed many items in the existing algorithms. One key …

[PDF][PDF] Image Dehazing Based on Pixel Guided CNN with PAM via Graph Cut.

F Alenezi - Computers, Materials & Continua, 2022 - cdn.techscience.cn
Image dehazing is still an open research topic that has been undergoing a lot of
development, especially with the renewed interest in machine learning-based methods. A …

Single hazy image restoration using robust atmospheric scattering model

C Dai, M Lin, X Wu, D Zhang - Signal Processing, 2020 - Elsevier
Images captured in unfavorable weather usually exhibit poor visibility, which results from
scattering and absorption that the propagated light suffers in the atmosphere. To improve the …

Real-time image and video dehazing based on multiscale guided filtering

T Van Nguyen, AG Vien, C Lee - Multimedia Tools and Applications, 2022 - Springer
We propose a real-time dehazing algorithm for hazy images and videos based on multiscale
guided filtering. The most time-consuming step in physical model-based algorithms is …