通过噪声谱分析数字图像的质量

Y.R. Venturini, P. E. Cruvinel
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引用次数: 2

摘要

本文研究了一种基于维纳技术的数字图像质量分析算法的实现。通过对图像噪声的分析来评价图像质量。维纳谱分析算法是基于傅里叶变换和随机处理技术。还包括一个带有多个图像分析菜单的界面。实现该算法的结果表明,它具有图像质量分析的潜力,不仅适用于层析成像图像,也适用于通过其他系统(包括采集和数字重建程序)获得的图像。
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Analysis of the quality of digital images through a noise spectrum
This paper deals with the implementation of an algorithm for digital image quality analysis based on the Wiener technique. Image quality is evaluated through the analysis of image noise. The algorithm for Wiener spectral analysis is based on both Fourier transform and random process techniques. An interface with several menus for image analysis is also included. The results obtained with implementation of the algorithm indicate its potential for image quality analysis and its applicability not only to tomographic images but also to images obtained through other systems, which include both acquisition and digital reconstruction procedures.
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