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Texture segmentation by symmetric and asymmetric filters

机译:对称和非对称滤波器的纹理分割

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An algorithm for texture analysis is presented. The algorithm consists of a bank of filters, single Gabor (symmetric) filters and the combined Gabor (asymmetric) filters. The former are responsible for detection of the texture frequency, the micropattern size, and the orientation. The latter are used to segment the textures differing only in their micropattern structures. These two kinds of filters form a complex set of filters for texture segmentation. The combined filter is formed by three Gabor filters. One is called the main filter and the other two are subfilters. The two subfilters are Gabor filters shifted. The linear combination of the three filters forms a combined filter, an asymmetric filter. The wavelet transform of this combined filter forms a set filters which are able to "perceive" the structures of micropatterns in textures.
机译:提出了一种纹理分析算法。该算法包括一组滤波器,单个Gabor(对称)滤波器和组合的Gabor(非对称)滤波器。前者负责检测纹理频率,微图案尺寸和方向。后者用于分割仅在其微图案结构中不同的纹理。这两种过滤器形成了一个复杂的滤波器,用于纹理分割。组合的过滤器由三个Gabor过滤器形成。一个被称为主滤波器,另外两个是子滤波器。这两个小滤光器是转移的Gabor过滤器。三个滤波器的线性组合形成组合过滤器,不对称滤波器。该组合滤波器的小波变换形成了能够在纹理中“感知”微图案的结构滤波器的设定滤波器。

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