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Metalantis: A Comprehensive Underwater Image Enhancement Framework
IEEE Transactions on Geoscience and Remote SensingUnderwater images normally suffer from visual degradation issues such as color deviations, low contrasts, and blurred details. Recently, numerous underwater image enhancement algorithms have been proposed to address these issues.
Hao Wang, Weibo Zhang, Lu Bai, P. Ren
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Underwater Image Enhancement via Principal Component Fusion of Foreground and Background
IEEE transactions on circuits and systems for video technology (Print)Underwater imaging systems have evolved into essential hardware equipment for developing and utilizing marine resources. However, the complex underwater physical environment has often led to severe quality degradation of underwater visual perception.
Weidong Zhang +4 more
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2003
Abstract : The long-term goal of this project is to advance the state-of-the-art of underwater imaging by developing new systems that harness recent advances in laser, optical, computer processing and imaging technology. The primary application for these systems will be in imaging both natural and man-made objects in aquatic environments.
Charles Mazel, Jerry Neely
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Abstract : The long-term goal of this project is to advance the state-of-the-art of underwater imaging by developing new systems that harness recent advances in laser, optical, computer processing and imaging technology. The primary application for these systems will be in imaging both natural and man-made objects in aquatic environments.
Charles Mazel, Jerry Neely
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Perception-Driven Deep Underwater Image Enhancement Without Paired Supervision
IEEE transactions on multimediaUnderwater image enhancement (UIE) aims to improve the visual quality of raw underwater images. Current UIE algorithms primarily train a deep neural network (DNN) on synthetic datasets or datasets with pseudo labels by minimizing the reconstruction loss ...
Qiuping Jiang +4 more
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IEEE transactions on multimedia
High-quality underwater imaging is crucial for underwater exploration. However, particle scattering and light absorption by seawater significantly degrade image clarity.
Jingchun Zhou +4 more
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High-quality underwater imaging is crucial for underwater exploration. However, particle scattering and light absorption by seawater significantly degrade image clarity.
Jingchun Zhou +4 more
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A simple underwater imaging model
Optics Letters, 2009It is commonly known that underwater imaging is hindered by both absorption and scattering by particles of various origins. However, evidence also indicates that the turbulence in natural underwater environments can cause severe image-quality degradation.
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IEEE transactions on circuits and systems for video technology (Print)
Vision is an important source of information for underwater observations, but underwater images commonly suffer severe visual degradation due to the complexity of the underwater imaging environment and wavelength-dependent absorption effects. There is an
Kunqian Li +5 more
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Vision is an important source of information for underwater observations, but underwater images commonly suffer severe visual degradation due to the complexity of the underwater imaging environment and wavelength-dependent absorption effects. There is an
Kunqian Li +5 more
semanticscholar +1 more source
2018
Underwater imaging has been widely used as a tool in many fields, however, a major issue is the quality of the resulting images/videos. Due to the light's interaction with water and its constituents, the acquired underwater images/videos often suffer from a significant amount of scatter (blur, haze) and noise.
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Underwater imaging has been widely used as a tool in many fields, however, a major issue is the quality of the resulting images/videos. Due to the light's interaction with water and its constituents, the acquired underwater images/videos often suffer from a significant amount of scatter (blur, haze) and noise.
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Underwater Image Enhancement With Reinforcement Learning
IEEE Journal of Oceanic EngineeringIn this article, we develop an underwater image enhancement framework based on reinforcement learning. To do this, we model the underwater image enhancement as a Markov decision process (MDP), in which states are represented by image feature maps ...
Shixin Sun +6 more
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Underwater Image Quality Improvement via Color, Detail, and Contrast Restoration
IEEE transactions on circuits and systems for video technology (Print)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 extraction of valuable information.
Zheng Liang +5 more
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