文章基本信息

标题：Underwater Image Enhancement using Generalized Histogram Equalization, Discrete Wavelet Transform & KL-Transform
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作者：Prashant Narayan Badgujar ; Jitendra Kumar Singh
期刊名称：International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN：2347-6710
电子版ISSN：2319-8753
出版年度：2017
卷号：6
期号：6
页码：11834
DOI：10.15680/IJIRSET.2017.0606169
出版社：S&S Publications
摘要：Light scattering and color change are two major sources of distortion for underwater photography. Lightscattering is caused by light incident on objects reflected and deflected multiple times by particles present in the waterbefore reaching the camera. This in turn lowers the visibility and contrast of the image captured. Color changecorresponds to the varying degrees of attenuation encountered by light traveling in the water with differentwavelengths, rendering ambient underwater environments dominated by a bluish tone. Any underwater image will haveone or more combinations of the Inadequate range visibility, Poor contrast, Non uniform illumination, Haziness, Dullcolor, Inharent noise, Motion blur effect due to turbulence in the flow of water, Scattering of light from differentparticles of various sizes, Diminished intensity and change in colour level due to poor visibility conditions, Suspendedmoving particles and so on. This paper proposes an efficient systematic approach to enhance underwater images usinggeneralized histogram equalization, discrete wavelet transform, KL transform.
关键词：Discrete Wavelet Transform; Underwater Image Enhancement; KL Transform.