Review and evaluation of recent advancements in image dehazing techniques for vision improvement and visualization

S Shit, DN Ray - Journal of Electronic Imaging, 2023 - spiedigitallibrary.org
Vision gets obscured in adverse weather conditions, such as heavy downpours, dense fog,
haze, snowfall, etc., which increase the number of road accidents yearly. Modern …

[PDF][PDF] DEEP LEARNING-BASED IMAGE DEHAZING AND VISIBILITY ENHANCEMENT FOR IMPROVED VISUAL PERCEPTION.

V Dakshinamurthi, GP Suja, P Murugan… - ICTACT Journal on …, 2023 - ictactjournals.in
In recent years, image dehazing has gained significant attention in the field of computer
vision and image processing due to its crucial role in enhancing visibility and improving …

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 …

[PDF][PDF] Enhancing Atmospheric Visibility in Satellite Images using Dehazing Methods

BD Bhavani, A Harini - Journal of Engineering Sciences, 2023 - jespublication.com
Image haze occurs due to the scattering of light by particles or molecules in the atmosphere.
This phenomenon reduces visibility and degrades the quality of images, especially in …

A Review of Traditional Dehazing Methods for Foggy Images

W Fang - Frontiers in Computing and Intelligent Systems, 2022 - drpress.org
Photographs taken under foggy conditions are prone to low contrast, color deviation, and
blurred local details, which are detrimental to advanced computer vision tasks such as …

Unveiling Clarity: A Survey on Haze Removal Techniques Using Deep Learning Approaches

C Jenisha, C Sheeba Joice - International Conference on Communication …, 2023 - Springer
Image dehazing remains a continuously ever-evolving subject of study in computer vision.
The existence of airborne elements in the environment, such as haze, fog, and mist, can …

A comparative study of image dehazing algorithms

AS Parihar, YK Gupta, Y Singodia… - 2020 5th International …, 2020 - ieeexplore.ieee.org
Haze poses a great challenge in modern-day applications. Removing haze is a challenging
task because haze varies with the depth of the scenes in the image. Many automated …

A Review on Image Dehazing Algorithms for Vision based Applications in Outdoor Environment

T Sharma, T Shah, NK Verma… - 2020 IEEE Applied …, 2020 - ieeexplore.ieee.org
Vision-based applications deal with the degraded quality of images due to bad environment.
During the bad environment, particles such as haze, fog, and mist, etc. diminish the clarity of …

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 …

[PDF][PDF] Mapping and Deep Analysis of Image Dehazing: Coherent Taxonomy, Datasets, Open Challenges, Motivations, and Recommendations.

KH Abdulkareem, N Arbaiy, ZH Arif… - … Journal of Interactive …, 2021 - researchgate.net
Our study aims to review and analyze the most relevant studies in the image dehazing field.
Many aspects have been deemed necessary to provide a broad understanding of various …