Automatic Extraction of Tongue Coatings from Digital Images:A Traditional Chinese Medicine Diagnostic Tool

被引:1
|
作者
白云鹿 [1 ]
史云迪 [2 ]
吴佳 [2 ]
张永红 [2 ]
翁维良 [3 ]
吴煜 [3 ]
白净 [2 ]
机构
[1] Department of Electronic Engineering,Tsinghua University
[2] Xiyuan Hospital of China Academy of Chinese Medical Sciences
[3] Department of Biomedical Engineering,School of Medicine,Tsinghua University
基金
中国国家自然科学基金;
关键词
traditional Chinese medicine; tongue coating; automatic analysis;
D O I
暂无
中图分类号
TH776 [诊断检验用器械];
学科分类号
摘要
In traditional Chinese medicine,the coating on the tongue is considered to be a reflection of various pathologic factors.However,the conventional method to examine the tongue lacks an acceptable standard and does not provide the means for sharing information.This paper describes a segmentation method to extract tongue coatings.First,the tongue body was extracted from the original image using the watershed transform.Then,a threshold method was applied to the image to eliminate the light from the camera flash. Finally,a threshold method using the Otsu model in combination with a splitting-merging method was used in the red,green,and blue(RGB)space to extract the thin coating.The combination of the above two methods is applied in the hue,saturation,and value(HSV)space to extract the thick coating.The feasibility of this method is tested by experiments,and the accuracy of segmentation is 95.9%.
引用
收藏
页码:170 / 175
页数:6
相关论文
共 50 条
  • [1] A Novel Automatic Tongue Coating Extraction Method in Tongue Diagnose of Traditional Chinese Medicine
    Bai, Linda Yunlu
    Shi, Yundi
    Wu, Jia
    Zhang, Yonghong
    weng, Weiliang
    Wu, Yu
    Bai, Jing
    WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2006, VOL 14, PTS 1-6, 2007, 14 : 2624 - +
  • [2] Tongue area extraction in tongue diagnosis of traditional Chinese medicine
    Wu, Jia
    Zhang, Yonghong
    Bai, Jing
    2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 4955 - 4957
  • [3] HEALTH IDENTIFICATION OF TRADITIONAL CHINESE MEDICINE WITH TONGUE IMAGES
    Feng, Chang
    Jiang, Shali
    Wang, Hongwu
    Liao, Shizhong
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4, 2013, : 398 - 403
  • [4] TONGUE INSPECTION - A DIAGNOSTIC METHOD IN TRADITIONAL CHINESE MEDICINE
    CHEN, TL
    CHEN, MF
    CHINAS MEDICINE, 1966, (01): : 69 - &
  • [5] On an automatic diagnosis system for human tongue state in traditional Chinese medicine
    Zhu, Zimin
    Yu, Xinglong
    Jin, Guofan
    Tan, Yaolin
    Huazhong Ligong Daxue Xuebao/Journal Huazhong (Central China) University of Science and Technology, 1995, 23 (08):
  • [6] Automated Tongue Feature Extraction for ZHENG Classification in Traditional Chinese Medicine
    Kanawong, Ratchadaporn
    Obafemi-Ajayi, Tayo
    Ma, Tao
    Xu, Dong
    Li, Shao
    Duan, Ye
    EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE, 2012, 2012
  • [7] A Novel Feature Extraction Method of Toothprint on Tongue in Traditional Chinese Medicine
    Wang, Dongxue
    Zhang, Hongzhi
    Li, Jianfeng
    Li, Yanlai
    Zhang, David
    2010 INTERNATIONAL CONFERENCE ON BIO-INSPIRED SYSTEMS AND SIGNAL PROCESSING (ICBSSP 2010), 2010, : 43 - 46
  • [8] A Novel Feature Extraction Method of Toothprint on Tongue in Traditional Chinese Medicine
    Wang, Dongxue
    Zhang, Hongzhi
    Li, Jianfeng
    Li, Yanlai
    Zhang, David
    COMPUTING AND INTELLIGENT SYSTEMS, PT IV, 2011, 234 : 297 - 305
  • [9] Tongue Coat Information Extraction of the Traditional Chinese Medicine with Hyperspectral Image
    Liu Ming
    Zhao Jing
    Li Gang
    Zhang Hong-ming
    Wu Tai-xia
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2017, 37 (01) : 162 - 165
  • [10] Automatic Tongue Color Analysis of Traditional Chinese Medicine Based on Image Retrieval
    Zhuo, Li
    Zhang, Pei
    Cheng, Bo
    Li, Xiaoguang
    Zhang, Jing
    2014 13TH INTERNATIONAL CONFERENCE ON CONTROL AUTOMATION ROBOTICS & VISION (ICARCV), 2014, : 637 - 641