Texture segmentation method by incomplete tree-structured wavelettransform and FKCN
Abstract：A new type of incomplete tree-structured wavelet transform used for texture feature extraction isproposed in this paper,a new texture segmentation method consistent with human visual process and basedon incomplete tree-structured wavelet transform and fuzzy clustering network(FKCN)is proposed also inthis paper. It consists of three main steps: 1)feature extraction using incomplete tree-structured wavelettransform;2)feature coarse classification using fuzzy Kohonen clustering network: network is trained usingthe reduced set of feature vectors and get the coarse segmentation result;and3)refine the coarse segmenta-tion result. After the refinement of the coarse segmentation result, the final segmentation result is ob-tained. Texture segmentation experiments give the effectiveness of this method.
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Publication Date：2001-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：4( 26-29 )