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 …

A comprehensive review of computational dehazing techniques

D Singh, V Kumar - Archives of Computational Methods in Engineering, 2019 - Springer
The visibility of outdoor images is greatly degraded due to the presence of fog, haze, smog
etc. The poor visibility may cause the failure of computer vision applications such as …

Underwater image enhancement method via multi-interval subhistogram perspective equalization

J Zhou, L Pang, D Zhang… - IEEE Journal of Oceanic …, 2023 - ieeexplore.ieee.org
Due to the selective attenuation of light in water, captured underwater images exhibit poor
visibility and cause considerable challenges for vision tasks. The structural and statistical …

Bayesian retinex underwater image enhancement

P Zhuang, C Li, J Wu - Engineering Applications of Artificial Intelligence, 2021 - Elsevier
This paper develops a Bayesian retinex algorithm for enhancing single underwater image
with multiorder gradient priors of reflectance and illumination. First, a simple yet effective …

A variational framework for underwater image dehazing and deblurring

J Xie, G Hou, G Wang, Z Pan - IEEE Transactions on Circuits …, 2021 - ieeexplore.ieee.org
Underwater captured images are usually degraded by low contrast, hazy, and blurry due to
absorbing and scattering, which limits their analyses and applications. To address these …

Image dehazing by an artificial image fusion method based on adaptive structure decomposition

M Zheng, G Qi, Z Zhu, Y Li, H Wei… - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Haze can seriously affect the visible and visual quality of outdoor images. As a challenge in
practice, image dehazing techniques are always used to remove haze from the captured …

The Analytic of image processing smoothing spaces using wavelet

AA Abdulrahman, M Rasheed… - Journal of Physics …, 2021 - iopscience.iop.org
Image analysis took wide areas in many fields, including medicine, physics, and other areas
where you need a tool to deal with it smoothly and softly without losing the original image …

U2D2Net: Unsupervised Unified Image Dehazing and Denoising Network for Single Hazy Image Enhancement

B Ding, R Zhang, L Xu, G Liu, S Yang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Hazy images captured under ill-posed scenarios with scattering medium (ie haze, fog, or
smoke) are contaminated in visibility. Inevitably, these images are further degraded by …

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 …