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Underwater image quality assessment method based on color space multi-feature fusion [PDF]
Scientific Reports, 2023 The complexity and challenging underwater environment leading to degradation in underwater image. Measuring the quality of underwater image is a significant step for the subsequent image processing step. Existing Image Quality Assessment (IQA) methods do
Tianhai Chen +4 more
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Underwater Image Restoration Based on A New Underwater Image Formation Model
IEEE Access, 2018 Underwater image restoration is crucial for compute applications and consumer electronics. However, restoring underwater image from a single image is an odd-ill problem due to the complicated underwater environment.
Mohua Zhang, Jianhua Peng
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A Novel Underwater Image Enhancement Using Optimal Composite Backbone Network [PDF]
Biomimetics, 2023 Continuous exploration of the ocean has made underwater image processing an important research field, and plenty of CNN (convolutional neural network)-based underwater image enhancement methods have emerged over time.
Yuhan Chen +6 more
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Underwater Image Enhancement Using a Diffusion Model with Adversarial Learning [PDF]
Journal of ImagingDue to the distinctive attributes of underwater environments, underwater images frequently encounter challenges such as low contrast, color distortion, and noise.
Xueyan Ding +4 more
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CSUID - Comprehensive synthetic underwater image dataset. [PDF]
Data BriefThe underwater environment is characterized by complex light traversal, encompassing effects such as color loss, contrast loss, water distortion, backscatter, light attenuation, and color cast, which vary depending on water purity, depth, and other factors.
Purnima K, Kumar CS.
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Role of Restored Underwater Images in Underwater Imaging Applications [PDF]
Applied System Innovation, 2021 Underwater images are extremely sensitive to distortion occurring in an aquatic underwater environment, with absorption, scattering, polarization, diffraction and low natural light penetration representing common problems caused by sea water. Because of these degradation of quality, effectiveness of the acquired images for underwater applications may ...
Jarina Raihan A +2 more
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Underwater Image Quality Assessment Based on HVS [PDF]
Jisuanji kexue, 2022 Due to the absorption and scattering effects under water,underwater image often suffers from blurring,low contrast,color casting and so on.The degraded images will decline the accuracy and effectiveness in underwater archaeology,marine ecological ...
LU Ting, HOU Guo-jia, PAN Zhen-kuan, WANG Guo-dong
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Single underwater image enhancement based on differential attenuation compensation
Frontiers in Marine Science, 2022 High quality underwater images and videos are important for exploitation tasks in the underwater environment, but the complexity of the underwater imaging environment makes the quality of the acquired underwater images generally low.
Yunting Lai +7 more
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Underwater Color-Cast Image Enhancement by Noise Suppression and Block Effect Elimination
Journal of Marine Science and Engineering, 2023 Efficient underwater visual environment perception is the key to realizing the autonomous operation of underwater robots. Because of the complex and diverse underwater environment, the underwater images not only have different degrees of color cast but ...
Yu Ning +3 more
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Comparison of GAN Deep Learning Methods for Underwater Optical Image Enhancement
한국해양공학회지, 2022 Underwater optical images face various limitations that degrade the image quality compared with optical images taken in our atmosphere. Attenuation according to the wavelength of light and reflection by very small floating objects cause low contrast ...
Hong-Gi Kim, Jung-Min Seo, Soo Mee Kim
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