Results 1 to 10 of about 167 (102)
An Underwater Image Enhancement Algorithm Based on Generative Adversarial Network and Natural Image Quality Evaluation Index [PDF]
Journal of Marine Science and Engineering, 2021 When underwater vehicles work, underwater images are often absorbed by light and scattered and diffused by floating objects, which leads to the degradation of underwater images.
Kai Hu +5 more
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UID2021: An Underwater Image Dataset for Evaluation of No-Reference Quality Assessment Metrics
ACM Transactions on Multimedia Computing, Communications, and Applications, 2023 Achieving subjective and objective quality assessment of underwater images is of high significance in underwater visual perception and image/video processing. However, the development of underwater image quality assessment (UIQA) is limited for the lack of publicly available underwater image datasets with human subjective scores and ...
Guojia Hou +4 more
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Subjective and Objective Quality Evaluation for Underwater Image Enhancement and Restoration
Symmetry, 2022 Since underwater imaging is affected by the complex water environment, it often leads to severe distortion of the underwater image. To improve the quality of underwater images, underwater image enhancement and restoration methods have been proposed. However, many underwater image enhancement and restoration methods produce over-enhancement or under ...
Wenxia Li +5 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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Journal of ImagingUnderwater images often suffer from severe color distortion, low contrast, and reduced visibility, motivating the widespread use of image enhancement as a preprocessing step for downstream computer vision tasks.
Ali Awad +5 more
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Underwater Image Quality Assessment Method Based on Human Vision System [PDF]
Jisuanji gongcheng, 2020 Despite the high accuracy of existing underwater image quality assessment methods,they have weak correlation with subjective assessment of human beings,so it is difficult to achieve high-quality evaluation.To address the problem,this paper proposes an ...
ZHAO Xin, HOU Guojia, PAN Zhenkuan, LI Jingming, WANG Guodong
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An Overview of Underwater Vision Enhancement: From Traditional Methods to Recent Deep Learning
Journal of Marine Science and Engineering, 2022 Underwater video images, as the primary carriers of underwater information, play a vital role in human exploration and development of the ocean. Due to the optical characteristics of water bodies, underwater video images generally have problems such as ...
Kai Hu +4 more
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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 image enhancement algorithm based on dense features
Xi'an Gongcheng Daxue xuebao, 2021 Due to the optical transmission characteristics, underwater images are degraded to different degrees than natural images, and there are many problems such as color deviation, poor visibility and fuzzy details.
Wei WANG, Shuxian HU, Zhe PEI
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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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