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LM-CycleGAN: Improving Underwater Image Quality Through Learned Perceptual Image Patch Similarity and Multi-Scale Adaptive Fusion Attention. [PDF]
Wu J, Zhang G, Fan Y.
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Underwater Image Enhancer System
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An Underwater Image Denoising Method Based on High-Frequency Abrupt Signal Separation and Hybrid Attention Mechanism. [PDF]
Huo C, Zhang D, Yang H.
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Underwater image quality assessment
Journal of the Optical Society of America A, 2023To obtain high-visual-quality underwater images by image post-processing, many underwater image restoration and enhancement methods have been proposed. Underwater image quality assessment (UIQA) methods have been developed to compare these restoration and enhancement methods.
Xieliu Yang +5 more
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Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement
IEEE Transactions on Image Processing, 2022Underwater images typically suffer from color deviations and low visibility due to the wavelength-dependent light absorption and scattering. To deal with these degradation issues, we propose an efficient and robust underwater image enhancement method ...
W. Zhang +5 more
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Deskewing of Underwater Images
IEEE Transactions on Image Processing, 2015We address the problem of restoring a static planar scene degraded by skewing effect when imaged through adynamic water surface. In particular, we investigate geometric distortions due to unidirectional cyclic waves and circular ripples,phenomena that are most prevalent in fluid flow.
Karthik, Seemakurthy +1 more
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Underwater scene prior inspired deep underwater image and video enhancement
Pattern Recognition, 2020In underwater scenes, wavelength-dependent light absorption and scattering degrade the visibility of images and videos. The degraded underwater images and videos affect the accuracy of pattern recognition, visual understanding, and key feature extraction
Chongyi Li, Saeed Anwar, F. Porikli
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IEEE transactions on circuits and systems for video technology (Print)
Underwater imaging grapples with challenges from light-water interactions, leading to color distortions and reduced clarity. In response to these challenges, we propose a novel Color Balance Prior Guided Hybrid Sense Underwater Image Restoration ...
Xiaojiao Guo +3 more
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Underwater imaging grapples with challenges from light-water interactions, leading to color distortions and reduced clarity. In response to these challenges, we propose a novel Color Balance Prior Guided Hybrid Sense Underwater Image Restoration ...
Xiaojiao Guo +3 more
semanticscholar +1 more source
Underwater Image Enhancement via Wavelet Decomposition Fusion of Advantage Contrast
IEEE transactions on circuits and systems for video technology (Print)Underwater images encounter a range of quality degradation issues caused by the differential scattering and absorption of light in water. To address these challenges, we introduce a WFAC method, a wavelet decomposition fusion method that combines global ...
Weidong Zhang +4 more
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