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<div><p>Underwater vision is essential in numerous applications, such as marine resource surveying, autonomous navigation, objective detection, and target monitoring. However, raw underwater images often suffer from significant color deviations due to light attenuation, presenting challe...

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Main Author:	Yong Lin Lai (20854961) (author)
Other Authors:	Tan Fong Ang (20854964) (author), Uzair Aslam Bhatti (8934479) (author), Chin Soon Ku (19648517) (author), Qi Han (499168) (author), Lip Yee Por (19648514) (author)
Published:	2025
Subjects:	Medicine Sociology Science Policy Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified underwater image enhancement underwater image degradation marine resource surveying underlying degradation processes enhancing underwater images color correction methods based methods focus review findings serve reduce computational complexity including algorithmic limitations challenges persist across based methods aim based methods computational complexity physical processes enhanced images time applications three groups target monitoring review consolidates presenting challenges practical use physical models physical model objective detection numerous applications light attenuation leveraging data learn mappings latest advancements large datasets future research driven approaches deep learning data dependency current knowledge core objectives autonomous navigation
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