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ISSN: 2333-9721
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Design of classifiers based on wavelet analysis using features of structural irregularity for skin lesion''s contours
基于小波分析的皮肤肿瘤轮廓结构不规则特征分类器设计

Keywords: 黑色素瘤检测,轮廓不规则性,多尺度描述子,显著性小波子带

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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...

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