Singular Value Decomposition and detection of color histogram of an image by using wavelet based symmetry reflection

Brozolal Mondol, Romana Rahman Ema, Tajul Islam, Md.Tanvir Islam
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引用次数: 0

Abstract

The SVD method is one of the most important features of image decomposition. The proposed method is based on two-part: one is for decomposing an input image and another is detecting the color histogram of that input image based on symmetry reflection. The second part of this work is performed by using the Log-Gabor filter. SVD decomposition is an effective way of decomposing an input image correctly. Many image decomposition techniques have been performed based on the SVD method. In this paper, we have proposed a combined way to detect the color histogram and decomposition result of an input image. This proposed method is very efficient for detecting the decompose output of the input image. MATLAB tool is effective to implement the proposed method. The proposed system helps to decompose any input image and also detect its color histogram.
基于小波对称反射的图像奇异值分解与颜色直方图检测
奇异值分解方法是图像分解的重要特征之一。该方法分为两部分:一是对输入图像进行分解,二是基于对称反射检测输入图像的颜色直方图。这项工作的第二部分是通过使用Log-Gabor过滤器来执行的。奇异值分解是正确分解输入图像的一种有效方法。许多图像分解技术都是基于奇异值分解方法进行的。本文提出了一种结合检测输入图像的颜色直方图和分解结果的方法。该方法对于检测输入图像的分解输出非常有效。MATLAB工具可以有效地实现所提出的方法。所提出的系统有助于分解任何输入图像并检测其颜色直方图。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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