nach oben

Erschienen in:

2017 | OriginalPaper | Buchkapitel

11. Tongue Color Analysis for Medical Application

verfasst von : David Zhang, Hongzhi Zhang, Bob Zhang

Erschienen in: Tongue Image Analysis

Verlag: Springer Singapore

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

A novel tongue color analysis system for medical applications is introduced in this chapter. Using the tongue color gamut, tongue foreground pixels are first extracted and assigned to one of 12 colors representing this gamut. The ratio of each color for the entire image is calculated and forms a tongue color feature vector. Experimenting on a large dataset consisting of 143 Healthy and 902 Disease (13 groups of more than 10 samples and one miscellaneous group), a given tongue sample can be classified into one of these two classes with an average accuracy of 91.99%. Further testing showed that Disease samples can be split into three clusters, and within each cluster most if not all the illnesses are distinguished from one another. In total, 11 illnesses have a classification rate greater than 70%. This demonstrates a relationship between the state of the human body and its tongue color.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Vorheriges Kapitel Tongue Colorchecker for Precise Correction

Nächstes Kapitel Statistical Analysis of Tongue Color and Its Applications in Diagnosis

Chiu, C. (1996). The development of a computerized tongue diagnosis system. Biomedical Engineering Applications Basis Communications, 8, 342–350.

Chiu, C. (2000). A novel approach based on computerized image analysis for traditional Chinese medical diagnosis of the tongue. Computer Methods and Programs in Biomedicine, 61(2), 77–89.CrossRef

Duda, R. O., Hart, P. E., & Stork, D. G. (2012). Pattern classification, New York: Wiley.

Kirschbaum, B. (2000). Atlas of Chinese tongue diagnosis (Vol. 1), Eastland Press.

Li, B., Huang, Q., Lu, Y., Chen, S., Liang, R., & Wang, Z. (2008). A method of classifying tongue colors for traditional chinese medicine diagnosis based on the CIELAB color space. In Medical Biometrics (pp. 153–159), New York: Springer.

Li, C. H., & Yuen, P. C. (2002). Tongue image matching using color content. Pattern Recognition, 35(2), 407–419.CrossRefMATH

Li, N. M., et al. (1994). The contemporary investigations of computerized tongue diagnosis. The Handbook of Chinese Tongue Diagnosis, 1315–1317.

Maciocia, G. (1987). Tongue diagnosis in Chinese medicine, Eastland press.

Ohta, N., & Robertson, A. (2006). Colorimetry: fundamentals and applications, New York: Wiley.

Pang, B., Zhang, D., & Wang, K. (2005a). Tongue image analysis for appendicitis diagnosis. Information Sciences, 175(3), 160–176.CrossRef

Pang, B., Zhang, D., & Wang, K. (2005b). The bi-elliptical deformable contour and its application to automated tongue segmentation in Chinese medicine. IEEE Transactions on Medical Imaging, 24(8), 946–956.CrossRef

Su, W., Xu, Z., Wang, Z., & Xu, J. (2011). Objectified study on tongue images of patients with lung cancer of different syndromes. Chinese Journal of Integrative Medicine, 17, 272–276.CrossRef

Wang, X., & Zhang, D. (2010). An optimized tongue image color correction scheme. IEEE Transactions on Information Technology in Biomedicine, 14(6), 1355–1364.CrossRef

Wang, X., & Zhang, D. (2011). Statistical tongue color distribution and its application. Health, 2856, 2566.

Wang, K., Zhang, D., Li, N., & Pang, B. (2001). Tongue diagnosis based on biometric pattern recognition technology. Pattern Recognition, 10, 1581918921–1581918949.

Zhang, D. D. (2013). Automated biometrics: Technologies and systems (Vol. 7), Berlin: Springer Science & Business Media.

Zhang, D., & Pang, B. (2005). Computerized diagnosis from tongue appearance using quantitative feature classification. The American Journal of Chinese Medicine, 33(06), 859–866.CrossRef

Zhang, H., Wang, K., Jin, X., & Zhang, D. (2005). SVR based color calibration for tongue image (pp. 5065–5070), IEEE.

Zhang, Y., Liang, R., Wang, K., Fan, Y., & Li, N. (2005b). Analysis of the color characteristics of tongue digital images from 884 physical examination cases. Journal of Beijing University of Traditional Chinese Medicine, 28(001), 73–75.

Titel: Tongue Color Analysis for Medical Application
verfasst von: David Zhang
Hongzhi Zhang
Bob Zhang
Verlag: Springer Singapore
Buch: Tongue Image Analysis
Print ISBN: 978-981-10-2166-4

Electronic ISBN: 978-981-10-2167-1

Copyright-Jahr: 2017
DOI: https://doi.org/10.1007/978-981-10-2167-1_11

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"