Title :
A Novel Computerized System for Tongue Diagnosis
Author :
Gao, Zhong ; Cui, Meng ; Lu, Guanming
Author_Institution :
Coll. of Telecommun. & Inf. Eng., Nanjing Univ. of Posts & Telecommun., Nanjing
Abstract :
The tongue diagnosis is an important diagnostic method in Traditional Chinese Medicine (TCM). However, most experience of tongue diagnosis depends on the subjective analysis of the examiners. In this paper, we develop a prototype of a novel computerized system for tongue diagnosis (CSTD). The system includes Image Acquisition Module, Image Processing Module, Tongue Image Database and Tongue Diagnosis Engine. In contrast to the existing CSTD, the proposed system aims to establish the mapping relationship between quantitative tongue features and diseases via the Support Vector Machine (SVM). The experimental results show that the system can properly identify six kinds of disease with the average accuracy up to 85% and the execution time of the whole diagnosis process is less than 4 seconds.
Keywords :
medical image processing; support vector machines; visual databases; Traditional Chinese Medicine; image acquisition module; image processing module; support vector machine; tongue diagnosis computerized system; tongue diagnosis engine; tongue image database; Biomedical imaging; Cameras; Diseases; Image processing; Medical diagnostic imaging; Pathology; Prototypes; Support vector machines; Telecommunication computing; Tongue;
Conference_Titel :
Future Information Technology and Management Engineering, 2008. FITME '08. International Seminar on
Conference_Location :
Leicestershire, United Kingdom
Print_ISBN :
978-0-7695-3480-0
DOI :
10.1109/FITME.2008.136