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A comprehensive review on analysis and implementation of recent image dehazing methods
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 …
degraded. In the atmosphere, there exists two types of particles: dry particles (dust, smoke …
Multi-scale single image dehazing using Laplacian and Gaussian pyramids
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 …
Ambiguity between object radiance and haze and noise amplification in sky regions are two …
Recent advances in image dehazing: Formal analysis to automated approaches
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 …
colour integrity. Dehazing, sometimes referred to as haze removal is an important pre …
Image dehazing via enhancement, restoration, and fusion: A survey
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 …
troubles both human observers and computer vision systems. To seek high-quality images …
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 …
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
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 …
dehazing due to the uneven illumination, low contrast and severe color distortion. In this …
Real-time image and video dehazing based on multiscale guided filtering
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 …
guided filtering. The most time-consuming step in physical model-based algorithms is …
Geometric-pixel guided single-pass convolution neural network with graph cut for image dehazing
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 …
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 - researchgate.net
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 …
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 …
scattering and absorption that the propagated light suffers in the atmosphere. To improve the …