Computerized feature quantification of sublingual veins from color sublingual images

被引:16
|
作者
Yan, Zifei [1 ]
Wang, Kuanquan [1 ]
Li, Naimin [1 ]
机构
[1] Harbin Inst Technol, Biocomp Res Ctr, Sch Comp Sci & Technol, Harbin 150001, Peoples R China
基金
美国国家科学基金会;
关键词
Traditional Chinese Medicine; Tongue diagnosis; Pixel-based region growing; Sublingual Vein Color Model; Bayesian decision; Sublingual Vein Color Blocks; BLOOD STASIS;
D O I
10.1016/j.cmpb.2008.09.006
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Characteristics of tongue pose the most important information for Traditional Chinese Medicine diagnosis. So far, extensive Studies have been made on extracting tongue surface features, but rarely refer to sublingual vein that is also diagnostically important. This paper focuses on establishing a feature quantification framework for the inspection of Sublingual veins, composed of two parts: the segmentation of sublingual veins and the feature quantification of them. Pixel-based Sublingual vein segmentation algorithm and adaptive sublingual vein segmentation algorithm for color sublingual images with visible contrast and low contrast are proposed respectively. The experiments prove that the proposed algorithms perform well on the segmentation of sublingual veins from color sublingual images with both visible contrast and low contrast. A chromatic system in conformity with diagnostic standard of tongue diagnosis is established to characterize the chromatic feature of sublingual veins. Experimental results reveal that the breadth and chromatic features quantified by the proposed framework are properly consistent with the diagnostic standard summarized by tongue diagnosis. (C) 2008 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:192 / 205
页数:14
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