The characterization of scanning noise and quantization on texture feature analysis

G. Martín, M. Pattichis
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引用次数: 1

Abstract

The study of the effects of scanning on texture features is of great interest to computer-based screening systems. A mathematical model is developed for understanding how the original image gets distorted due to the contrast variability and geometric distortion inherent in the scanning process. Both quantitative and qualitative results (for sixty common texture features) are given.
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扫描噪声的表征及纹理特征分析的量化
研究扫描对纹理特征的影响对基于计算机的筛选系统具有重要意义。建立了一个数学模型来理解原始图像是如何由于扫描过程中固有的对比度变异性和几何畸变而失真的。给出了60种常见纹理特征的定量和定性结果。
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