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Automated tongue segmentation algorithm based on hyperspectral image
Li Qing-Li; Xue Yong-Qi; Wang Jian-Yu; Yue Xiao-Qiang
刊名Journal of infrared and millimeter waves
2007-02-01
卷号26期号:1页码:77-80
关键词Traditional chinese medicine (tcm) Automated tongue segmentation Hyperspectra Tongue diagnosis
ISSN号1001-9014
通讯作者Li qing-li()
英文摘要The automated segmentation of the tongue body is a premise to establish an automatic diagnosis system according to the features of tongue in traditional chinese medicine (tcm), whose qualities have great effect on the performance of tongue diagnosis. however, automated tongue segmentation is difficult due to the complexity of pathological tongue, variance of tongue shape and interference of the lips. here a novel algorithm for automated tongue segmentation was presented based on hyperspectral tongue image data acquired from a hyperspectral imaging system. first, by finding the spectral angle (sa) between each pixel and every other pixel in the original data cube, a transformed data cube was constructed. thus, each spectrum in the transformed sa cube contained information about spatial changes in the tongue scene. then, each spectrum in the transformed sa cube was analyzed with a one - dimensional edge - detector. finally, the whole contour of the tongue was extracted from the hyperspectral tongue image according to the edge detected. experimental results demonstrate that the novel tongue segmentation algorithm can segment the tongue more accurately.
WOS研究方向Optics
WOS类目Optics
语种英语
出版者SCIENCE PRESS
WOS记录号WOS:000244554500018
内容类型期刊论文
URI标识http://www.corc.org.cn/handle/1471x/2373646
专题物理研究所
通讯作者Li Qing-Li
作者单位1.E China Normal Univ, Sch Informat Sci, Shanghai 200062, Peoples R China
2.Acad Sinica, Inst Tech Phys, Shanghai 200083, Peoples R China
3.Second Mil Med Univ, Changhai Hosp, Dept Tradit Chinese Med, Shanghai 200433, Peoples R China
推荐引用方式
GB/T 7714
Li Qing-Li,Xue Yong-Qi,Wang Jian-Yu,et al. Automated tongue segmentation algorithm based on hyperspectral image[J]. Journal of infrared and millimeter waves,2007,26(1):77-80.
APA Li Qing-Li,Xue Yong-Qi,Wang Jian-Yu,&Yue Xiao-Qiang.(2007).Automated tongue segmentation algorithm based on hyperspectral image.Journal of infrared and millimeter waves,26(1),77-80.
MLA Li Qing-Li,et al."Automated tongue segmentation algorithm based on hyperspectral image".Journal of infrared and millimeter waves 26.1(2007):77-80.
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