Qualitative and Quantitative Analysis for Facial Complexion in Traditional Chinese Medicine
المؤلفون المشاركون
Li, Fufeng
Zhao, Changbo
Liu, Chang
Wang, Zhi
Li, Guo-zheng
المصدر
العدد
المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-17، 17ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2014-05-22
دولة النشر
مصر
عدد الصفحات
17
التخصصات الرئيسية
الملخص EN
Facial diagnosis is an important and very intuitive diagnostic method in Traditional Chinese Medicine (TCM).
However, due to its qualitative and experience-based subjective property, traditional facial diagnosis has a certain limitation in clinical medicine.
The computerized inspection method provides classification models to recognize facial complexion (including color and gloss).
However, the previous works only study the classification problems of facial complexion, which is considered as qualitative analysis in our perspective.
For quantitative analysis expectation, the severity or degree of facial complexion has not been reported yet.
This paper aims to make both qualitative and quantitative analysis for facial complexion.
We propose a novel feature representation of facial complexion from the whole face of patients.
The features are established with four chromaticity bases splitting up by luminance distribution on CIELAB color space.
Chromaticity bases are constructed from facial dominant color using two-level clustering; the optimal luminance distribution is simply implemented with experimental comparisons.
The features are proved to be more distinctive than the previous facial complexion feature representation.
Complexion recognition proceeds by training an SVM classifier with the optimal model parameters.
In addition, further improved features are more developed by the weighted fusion of five local regions.
Extensive experimental results show that the proposed features achieve highest facial color recognition performance with a total accuracy of 86.89%.
And, furthermore, the proposed recognition framework could analyze both color and gloss degrees of facial complexion by learning a ranking function.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zhao, Changbo& Li, Guo-zheng& Li, Fufeng& Wang, Zhi& Liu, Chang. 2014. Qualitative and Quantitative Analysis for Facial Complexion in Traditional Chinese Medicine. BioMed Research International،Vol. 2014, no. 2014, pp.1-17.
https://search.emarefa.net/detail/BIM-454571
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zhao, Changbo…[et al.]. Qualitative and Quantitative Analysis for Facial Complexion in Traditional Chinese Medicine. BioMed Research International No. 2014 (2014), pp.1-17.
https://search.emarefa.net/detail/BIM-454571
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zhao, Changbo& Li, Guo-zheng& Li, Fufeng& Wang, Zhi& Liu, Chang. Qualitative and Quantitative Analysis for Facial Complexion in Traditional Chinese Medicine. BioMed Research International. 2014. Vol. 2014, no. 2014, pp.1-17.
https://search.emarefa.net/detail/BIM-454571
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-454571
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