Detection of uneaten fish food pellets in underwater images for aquaculture
Sign Up to like & getrecommendations! Published in 2017 at "Aquacultural Engineering"
DOI: 10.1016/j.aquaeng.2017.05.001
Abstract: Abstract The waste of fish food has always been a serious problem in aquaculture. On one hand, the leftover fish food spawns a big economic loss in the industry because feedstuff accounts for a large… read more here.
Keywords: detection; fish food; underwater images; method ... See more keywords
The Synthesis of Unpaired Underwater Images Using a Multistyle Generative Adversarial Network
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2870854
Abstract: Underwater image datasets are crucial in underwater vision research. Because of the strong absorption and scattering effects that occur underwater, some ground truth such as the depth map, which can be easily collected in-air, becomes… read more here.
Keywords: air images; generative adversarial; adversarial network; underwater images ... See more keywords
A Survey of Restoration and Enhancement for Underwater Images
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2959560
Abstract: Images captured underwater usually suffer from color distortion, detail blurring, low contrast, and a bluish or greenish tone due to light scattering and absorption in the underwater medium, which in turn the visibility is adversely… read more here.
Keywords: underwater images; image restoration; restoration enhancement; restoration ... See more keywords
A Study of Artificial Neural Network Technology Applied to Image Recognition for Underwater Images
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3144742
Abstract: In this study, the researchers developed holographic image software for the Polaris, a nongovernmental Taiwanese oceanographic research vessel. It is a survey vessel that was codeveloped through an industry–academia collaboration between National Kaohsiung University of… read more here.
Keywords: image; artificial neural; recognition; neural network ... See more keywords
Underwater Images Enhancement by Revised Underwater Images Formation Model
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3213340
Abstract: In this paper, we proposed the efficient and appealing technique for underwater images enhancement. Underwater images often suffer from haze, color distortion, low contrast and loss of the human acuity due to light scattering and… read more here.
Keywords: images enhancement; revised underwater; color; underwater images ... See more keywords
WSUIE: Weakly Supervised Underwater Image Enhancement for Improved Visual Perception
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2021.3105144
Abstract: Underwater images inevitably suffer from degradation and blur due to the scattering and absorption of light as it propagates through the water, which hinders the development of underwater visual perception. Existing deep underwater image enhancement… read more here.
Keywords: image; underwater images; image enhancement; underwater image ... See more keywords
Target Oriented Perceptual Adversarial Fusion Network for Underwater Image Enhancement
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3174817
Abstract: Due to the refraction and absorption of light by water, underwater images usually suffer from severe degradation, such as color cast, hazy blur, and low visibility, which would degrade the effectiveness of marine applications equipped… read more here.
Keywords: fusion; perceptual adversarial; oriented perceptual; adversarial fusion ... See more keywords
Smoothing and enhancement algorithms for underwater images based on partial differential equations
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.26.2.023009
Abstract: Abstract. The formulation and application of an algorithm based on partial differential equations for processing underwater images are presented. The proposed algorithm performs simultaneous smoothing and enhancement operations on the image and yields better contrast… read more here.
Keywords: algorithm; partial differential; underwater images; based partial ... See more keywords
Integrative framework for the effective restoration of underwater images
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.27.2.023036
Abstract: Abstract. Images captured in the underwater environment often suffer from color distortion and blurring owing to the effects of light absorption and scattering. An integrative framework is proposed to effectively restore the underwater images. First,… read more here.
Keywords: underwater images; restoration; underwater; integrative framework ... See more keywords
Dehazing and deblurring of underwater images with heavy-tailed priors.
Sign Up to like & getrecommendations! Published in 2022 at "Applied optics"
DOI: 10.1364/ao.452345
Abstract: The common problems of underwater images include color cast, haze effect, and the motion blur effect caused by turbulence and camera shake. To address these problems, research on color cast and haze and blur effects… read more here.
Keywords: images recovered; color cast; underwater images; method ... See more keywords
Enhancing underwater optical imaging by using a low-pass polarization filter.
Sign Up to like & getrecommendations! Published in 2019 at "Optics express"
DOI: 10.1364/oe.27.000621
Abstract: Object identification in highly turbid optical media depends mainly on the quality of collected images. Underwater images acquired in a turbid environment are generally of very poor quality. Attenuation and backscattering of light by water,… read more here.
Keywords: underwater images; method; underwater optical; optical imaging ... See more keywords