纹理元素的旋转不变周长和不变紧凑性

G. R. Kishor, D. Mital, W. Goh
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引用次数: 1

摘要

表面纹理元素的结构特性已经成功地应用于表征纹理。为此,使用了纹理元素属性的直方图。元素的紧致性被用于表征。紧凑度取决于它的周长。提出了一种基于周长贡献的计算周长值的方法。该方法计算的周长值比传统方法计算的周长值更接近实际。与传统方法相比,该方法的周长值具有更强的一致性。在仿射变换下,该方法的紧度值不仅更接近实际值,而且更加一致。紧度不变直方图利用紧度不变值来表征纹理的缩放和旋转不变性。
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Rotation invariant perimeter and invariant compactness for texture elements
Structural properties of texture elements in a surface have successfully been applied to characterise textures. For this purpose, histograms of texture element's properties are used. Compactness property of an element has been used for characterisation. The compactness depends upon its perimeter. A novel method based on perimeter contribution, to compute the value of perimeter is presented. The perimeter value computed using the proposed method is closer to the actual, than the perimeter value computed using the conventional methods. The value of perimeter using proposed method is also more consistent than the conventional methods. The value of compactness using the proposed method are not only closer to actual value but also more consistent under affine transformations. Invariant histogram of compactness using the invariant value of compactness characterises texture invariant of scaling and rotation.<>
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