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Underwater Robot Object Detection Algorithm Based on YOLOv11. [PDF]
Sensors (Basel)Shi Y, Chen W, Wan D, Han L.
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Structure-Enhanced Underwater Object Detection via Wavelet-Edge Collaboration and Selective Multi-Scale Fusion. [PDF]
Sensors (Basel)Li D, He C, Tu P, Yang S, Lv X, Liu J.
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Bayesian retinex underwater image enhancement
Engineering Applications of Artificial Intelligence, 2021Abstract This paper develops a Bayesian retinex algorithm for enhancing single underwater image with multiorder gradient priors of reflectance and illumination. First, a simple yet effective color correction approach is adopted to remove color casts and recover naturalness.
Peixian Zhuang, Chongyi Li, Jiamin Wu
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Benchmarking Underwater Image Enhancement and Restoration, and Beyond
IEEE Access, 2020 Image enhancement and restoration is among the most investigated topics in the field of underwater machine vision. The objective image quality assessment is a fundamental part of optimizing underwater enhancement and restoration technologies.
Huan Yang, Guojia Hou, Lu Tan
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An In-Depth Survey of Underwater Image Enhancement and Restoration
IEEE Access, 2019 Images taken under water usually suffer from the problems of quality degradation, such as low contrast, blurring details, color deviations, non-uniform illumination, etc.
Miao Yang, Gustavo Rohde, Chongyi Li
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Underwater Image Enhancement for Automotive Wading
2021 13th International Conference on Computer and Automation Engineering (ICCAE), 2021To improve the driver safety for automotive wading, the underwater image enhancement is designed to help drivers to deal with fuzzy images shown in highly scattered underwater environments and detect hidden obstacles. In addition to the traditional methods, some neural network approaches which may perform better are suggested. The purpose of this paper
Hang Zhu, Rui Song
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Enhancement of Nonuniformly Illuminated Underwater Images
International Journal of Pattern Recognition and Artificial Intelligence, 2020Underwater image capturing is a challenging task due to attenuation of light in water. Scattering and absorption are the results of light attenuation which lead to faded colors and reduced contrast of images, respectively. To deal with these issues and to provide better visual quality image, various enhancement methods have been proposed.
Monika Mathur, Nidhi Goel 0001
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Enhancing underwater images and videos by fusion
2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012This paper describes a novel strategy to enhance underwater videos and images. Built on the fusion principles, our strategy derives the inputs and the weight measures only from the degraded version of the image. In order to overcome the limitations of the underwater medium we define two inputs that represent color corrected and contrast enhanced ...
Cosmin Ancuti +3 more
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Fusion of Underwater Image Enhancement and Restoration
International Journal of Pattern Recognition and Artificial Intelligence, 2019Optical properties of water distort the quality of underwater images. Underwater images are characterized by poor contrast, color cast, noise and haze. These images need to be pre-processed so as to get some information. In this paper, a novel technique named Fusion of Underwater Image Enhancement and Restoration (FUIER) has been proposed which ...
Rajni Sethi, Indu Sreedevi
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