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Underwater Image Enhancement Using Customized CLAHE and Adaptive color Correction

Computers, Materials & Continua 2023年第3期74卷 5157-5172页

作者： Mousa Alhajlah College of Applied Computer Science King Saud UniversityRiyadhSaudi Arabia

Underwater images degraded due to low contrast and visibility ***,it is important to enhance the images and videos taken in the underwater environment before *** is a way to improve or increase image quality and to improve the contrast of degraded *** original image or video which is captured through image processing devices needs to improve as there are various issues such as less light available,low resolution,and blurriness in underwater images caused by the normal *** researchers have proposed different solutions to overcome these *** channel prior(DCP)is one of the most used techniques which produced a better Peak Signal to Noise Ratio(PSNR)***,DCP has some issues such as it tends to darken images,reduce contrast,and produce halo *** proposed method solves these issues with the help of contrast-limited adaptive histogram equalization(CLAHE)and the Adaptive color Correction *** proposed method was assessed using Japan Agency for Marine-Earth Science and Technology(JAMSTEC),and some images were collected from the *** measure of entropy(MOE),Measure of Enhancement(EME),Mean Square Error(MSE),and PSNR opted as performance measures during *** values of MSE and PSNR achieved by the proposed framework are 0.26 and 32 respectively which shows better results.

关键词： Enhancement color diminishing contrast fusion technique color balancing technique CLAHE dark channel prior

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