利用直方图规范有效增强微阵列图像

Satish. G. Dappin, Sahana Santosh Shetty, Manjunath S.S., Lalitha Rangarajan
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引用次数: 2

摘要

本文提出利用直方图规范方法对微阵列图像进行图像增强。该方法由系统模型组成,该模型讨论了如何找到图像中存在的噪声类型并通过去除图像中存在的噪声来增强图像。所提出的方法是非常有效的,因为它通过揭示大多数微阵列点来增强图像,这些点用于微阵列分析的后续阶段。性能分析是为了测量图像增强的效率。该算法使用峰值信噪比和均方误差来量化退化程度。
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Efficient Enhancement of Microarray Image Using Histogram Specification
In this paper, we propose image enhancement of microarray images using histogram specification method. The proposed approach consists of system model that discuss about finding the type of noise present in the image and enhancing image by removing the noise present in the image. The proposed method is very efficient as it enhances image by revealing most of the microarray spots which is used for subsequent stages of microarray analysis. Performance analysis is done to measure the efficiency by which image is enhanced. The algorithm uses peak signal to noise ratio and mean squared error to quantify the degree of degradation.
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