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中国图象图形学报 2011
Design of classifiers based on wavelet analysis using features of structural irregularity for skin lesion''s contours
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Abstract:
Boundary Structural irregularity of skin lesions has shown the most significance in the early diagnosis of melanomas in clinic.Aiming to measure structural irregularities of skin lesion contours and designing feature oriented classifiers,a method for extracting structural components of contours based on wavelet sub-band analysis and neural network classifiers using multi-scale features is proposed in this paper.A set of salient wavelet sub-bands are searched using Hausdorff distance evaluations on energy at...