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Color-line vector field and local color component decomposition for smoothing and denoising of color images | IEEE Conference Publication | IEEE Xplore

Color-line vector field and local color component decomposition for smoothing and denoising of color images


Abstract:

Most conventional smoothing and denoising methods for color images deal with each color channel independently, which results in discolorations due to unbalancing the rela...Show More

Abstract:

Most conventional smoothing and denoising methods for color images deal with each color channel independently, which results in discolorations due to unbalancing the relation between the color components. In this paper, we propose a smoothing algorithm to reduce discolorations based on ”color-lines”. Our iterative algorithm consists of a local color decomposition step by color-line vectors and an iterative filtering step. Our numerical simulation shows that the method improves image quality with less discolorations while keeping the smoothing capability.
Date of Conference: 11-15 November 2012
Date Added to IEEE Xplore: 14 February 2013
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Conference Location: Tsukuba, Japan

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