The Classification of Tongue Colors with Standardized Acquisition and ICC Profile Correction in Traditional Chinese Medicine
المؤلفون المشاركون
Xu, Jia-Tuo
Tu, Li Ping
Qi, Zhen
Chen, Jing-bo
Hu, Xiao-juan
Zhang, Zhi-feng
المصدر
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-9، 9ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-12-06
دولة النشر
مصر
عدد الصفحات
9
التخصصات الرئيسية
الملخص EN
Background and Goal.
The application of digital image processing techniques and machine learning methods in tongue image classification in Traditional Chinese Medicine (TCM) has been widely studied nowadays.
However, it is difficult for the outcomes to generalize because of lack of color reproducibility and image standardization.
Our study aims at the exploration of tongue colors classification with a standardized tongue image acquisition process and color correction.
Methods.
Three traditional Chinese medical experts are chosen to identify the selected tongue pictures taken by the TDA-1 tongue imaging device in TIFF format through ICC profile correction.
Then we compare the mean value of L*a*b* of different tongue colors and evaluate the effect of the tongue color classification by machine learning methods.
Results.
The L*a*b* values of the five tongue colors are statistically different.
Random forest method has a better performance than SVM in classification.
SMOTE algorithm can increase classification accuracy by solving the imbalance of the varied color samples.
Conclusions.
At the premise of standardized tongue acquisition and color reproduction, preliminary objectification of tongue color classification in Traditional Chinese Medicine (TCM) is feasible.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Qi, Zhen& Tu, Li Ping& Chen, Jing-bo& Hu, Xiao-juan& Xu, Jia-Tuo& Zhang, Zhi-feng. 2016. The Classification of Tongue Colors with Standardized Acquisition and ICC Profile Correction in Traditional Chinese Medicine. BioMed Research International،Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1097354
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Qi, Zhen…[et al.]. The Classification of Tongue Colors with Standardized Acquisition and ICC Profile Correction in Traditional Chinese Medicine. BioMed Research International No. 2016 (2016), pp.1-9.
https://search.emarefa.net/detail/BIM-1097354
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Qi, Zhen& Tu, Li Ping& Chen, Jing-bo& Hu, Xiao-juan& Xu, Jia-Tuo& Zhang, Zhi-feng. The Classification of Tongue Colors with Standardized Acquisition and ICC Profile Correction in Traditional Chinese Medicine. BioMed Research International. 2016. Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1097354
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1097354
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر