DocumentCode
1673467
Title
A Novel Approach of Tongue Body and Tongue Coating Separation Based on FCM
Author
Du Jian-Qiang ; Lu Yan-Sheng ; Zhang Kang ; Zhu Ming-feng ; Ding Cheng-hua
Author_Institution
Sch. of Comput. Sci., Huazhong Univ. of Sci. & Technol., Wuhan
fYear
2008
Firstpage
2499
Lastpage
2503
Abstract
Tongue inspection is not only main content of four diagnostic methods "observation, auscultation and olfaction, interrogation, palpation" for TCM (Traditional Chinese Medicine), but also one of most important characteristics of TCM diagnostic methods. Traditional tongue inspection mainly depends on doctor\´s eyesight to diagnose a disease. The diagnostic result is not only restricted by doctor\´s knowledge level and diagnostic experience, but also influenced by external environment such as light and temperature. It is the only way to combine TCM expert\´s clinical experience with modern information technology to realize quantitative, objective and standard tongue inspection. Among tongue features, the color of tongue body and tongue coating and the distribution are the main contents for tongue inspection. A novel approach is proposed to separate tongue body and tongue coating of color tongue image based on FCM (fuzzy c-means). The clustering number and initial clustering centers are determined automatically, through analysis and processing of the hue histogram of tongue image. The experimental result indicates that this algorithm speeds up the clustering iteration enormously and reduces the system operation expenses comparing with standard FCM. The tongue body and tongue coating separation effect conforms to the view point of TCM better than that by threshold value segmentation method.
Keywords
biological organs; chemioception; fuzzy set theory; image colour analysis; image segmentation; iterative methods; medical image processing; pattern clustering; FCM; TCM; auscultation; clustering iteration; color tongue image; disease diagnosis; fuzzy c-means; hue histogram processing; interrogation; olfaction; palpation; threshold value segmentation; tongue body; tongue coating separation; tongue image processing; tongue inspection; traditional Chinese medicine; Biomedical imaging; Coatings; Diseases; Histograms; Image analysis; Information technology; Inspection; Medical diagnostic imaging; Temperature; Tongue;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedical Engineering, 2008. ICBBE 2008. The 2nd International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-1747-6
Electronic_ISBN
978-1-4244-1748-3
Type
conf
DOI
10.1109/ICBBE.2008.958
Filename
4535838
Link To Document