Real-time underwater image enhancement: a systematic review
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Real-Time Image Processing"
DOI: 10.1007/s11554-020-01052-0
Abstract: In recent years, deep sea and ocean explorations have attracted more attention in the marine industry. Most of the marine vehicles, including robots, submarines, and ships, would be equipped with automatic imaging of deep sea… read more here.
Keywords: image; real time; systematic review; image enhancement ... See more keywords
Polarimetric underwater image recovery via deep learning
Sign Up to like & getrecommendations! Published in 2020 at "Optics and Lasers in Engineering"
DOI: 10.1016/j.optlaseng.2020.106152
Abstract: Abstract Polarimetric imaging is an effective way for clear vision in water, in which deducing the object radiance in clear water from the obtained polarimetric information in turbid water is essential. In this letter, we… read more here.
Keywords: image; polarimetric underwater; image recovery; water ... See more keywords
Underwater Image Restoration via Maximum Attenuation Identification
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DOI: 10.1109/access.2017.2753796
Abstract: Underwater images are difficult to process because of low contrast and color distortion. The in-water light propagation model was proposed several years ago but is relatively complicated to be used in reality. In this paper,… read more here.
Keywords: underwater image; restoration; attenuation identification; maximum attenuation ... See more keywords
Underwater Image Recovery Using Structured Light
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DOI: 10.1109/access.2019.2922348
Abstract: Structured lighting techniques have increasingly been employed in underwater imaging. Except for the limitation in underwater illumination, the desire of underwater image acquisition comes from the applicability of removal of the back scattered light, the… read more here.
Keywords: image recovery; using structured; image; underwater image ... See more keywords
Underwater Image High Definition Display Using the Multilayer Perceptron and Color Feature-Based SRCNN
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DOI: 10.1109/access.2019.2925209
Abstract: High-definition display technology for underwater images is of great significance for many applications, such as marine animal observation, seabed mining, and marine fishery production. The traditional underwater visual display systems have problems, such as low… read more here.
Keywords: display; color; image; underwater image ... See more keywords
Underwater Image Enhancement With a Deep Residual Framework
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DOI: 10.1109/access.2019.2928976
Abstract: Owing to refraction, absorption, and scattering of light by suspended particles in water, raw underwater images have low contrast, blurred details, and color distortion. These characteristics can significantly interfere with visual tasks, such as segmentation… read more here.
Keywords: loss; deep residual; image enhancement; underwater image ... See more keywords
An In-Depth Survey of Underwater Image Enhancement and Restoration
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DOI: 10.1109/access.2019.2932611
Abstract: Images taken under water usually suffer from the problems of quality degradation, such as low contrast, blurring details, color deviations, non-uniform illumination, etc. As an important problem in image processing and computer vision, the restoration… read more here.
Keywords: survey; image; underwater image; restoration enhancement ... See more keywords
Underwater Image Enhancement Based on Removing Light Source Color and Dehazing
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DOI: 10.1109/access.2019.2936029
Abstract: Typical underwater images exhibit poor visibility because of light scattering and absorption in turbid water. To resolve the ill-posed problem, a novel underwater image enhancement method based on Removing Light Source Color and Dehazing(RLSCD) is… read more here.
Keywords: light source; color; image; underwater image ... See more keywords
Single Underwater Image Restoration Based on Adaptive Transmission Fusion
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DOI: 10.1109/access.2020.2971019
Abstract: Underwater images are often deteriorated with blurring, darkness, poor visual quality of low contrast, and color diminishing. This is mainly due to the fact that the light is exponentially attenuated while traveling through water and… read more here.
Keywords: image restoration; restoration; single underwater; image ... See more keywords
Underwater Image Enhancement Method Based on Dynamic Heterogeneous Feature Fusion Neural Network
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DOI: 10.1109/access.2022.3199771
Abstract: In recent years, signal and image processing based on fractional calculus has attracted extensive attention. Aiming at the serious problem of gray-scale loss in the existing pseudo color methods in high gray-scale image enhancement, a… read more here.
Keywords: neural network; color; enhancement; image enhancement ... See more keywords
Domain Adaptation for Underwater Image Enhancement via Content and Style Separation
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DOI: 10.1109/access.2022.3201555
Abstract: Underwater image suffer from color cast, low contrast and hazy effect, which degraded the high-level vision application. Recent learning-based methods demonstrate astonishing performance on underwater image enhancement, however, most of these works use synthetic pair… read more here.
Keywords: domain adaptation; image enhancement; underwater image; image ... See more keywords