An underwater color image quality evaluation metric

M Yang, A Sowmya - IEEE Transactions on Image Processing, 2015 - ieeexplore.ieee.org
Quality evaluation of underwater images is a key goal of underwater video image retrieval
and intelligent processing. To date, no metric has been proposed for underwater color …

A reference-free underwater image quality assessment metric in frequency domain

N Yang, Q Zhong, K Li, R Cong, Y Zhao… - Signal Processing: Image …, 2021 - Elsevier
Owing to the complexity of the underwater environment and the limitations of imaging
devices, the quality of underwater images varies differently, which may affect the practical …

Human-visual-system-inspired underwater image quality measures

K Panetta, C Gao, S Agaian - IEEE Journal of Oceanic …, 2015 - ieeexplore.ieee.org
Underwater images suffer from blurring effects, low contrast, and grayed out colors due to
the absorption and scattering effects under the water. Many image enhancement algorithms …

UIQI: A comprehensive quality evaluation index for underwater images

Y Liu, K Gu, J Cao, S Wang, G Zhai… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Due to the light absorption and scattering in waterbodies, acquired underwater images
frequently suffer from color cast, blur, low contrast, noise, etc., which seriously degrade the …

Underwater image quality improvement via color, detail, and contrast restoration

Z Liang, W Zhang, R Ruan, P Zhuang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Due to the complex imaging mechanism, underwater images often suffer from multiple
degradation issues, such as color cast, blurry detail, and low contrast, which affect the …

Underwater image enhancement quality evaluation: Benchmark dataset and objective metric

Q Jiang, Y Gu, C Li, R Cong… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the attenuation and scattering of light by water, there are many quality defects in raw
underwater images such as color casts, decreased visibility, reduced contrast, et al.. Many …

Underwater image quality enhancement through integrated color model with Rayleigh distribution

ASA Ghani, NAM Isa - Applied soft computing, 2015 - Elsevier
The physical properties of water cause light-induced degradation of underwater images.
Light rapidly loses intensity as it travels in water, depending on the color spectrum …

UID2021: An underwater image dataset for evaluation of no-reference quality assessment metrics

G Hou, Y Li, H Yang, K Li, Z Pan - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Achieving subjective and objective quality assessment of underwater images is of high
significance in underwater visual perception and image/video processing. However, the …

UIF: An objective quality assessment for underwater image enhancement

Y Zheng, W Chen, R Lin, T Zhao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to complex and volatile lighting environment, underwater imaging can be readily
impaired by light scattering, warping, and noises. To improve the visual quality, Underwater …

Underwater image enhancement based on DCP and depth transmission map

H Yu, X Li, Q Lou, C Lei, Z Liu - Multimedia Tools and Applications, 2020 - Springer
Seeing that the light in the water is affected by absorption and scattering, underwater image
will suffer degradation including low contrast, low visibility and color deviation. Therefore …