Research on classification method of burn scar hypertrophy by using support vector machine
- VernacularTitle:基于SVM的烧伤瘢痕增生程度分类方法研究
- Author:
Guofu LIANG
;
Baikun WAN
- Publication Type:Journal Article
- Keywords:
burn scar;
chroma emendation;
chroma analysis;
Artificial Neural Networks(ANN);
Support Vector Machine (SVM)
- From:
Chinese Medical Equipment Journal
1989;0(02):-
- CountryChina
- Language:Chinese
-
Abstract:
This paper introduces a new method which can judge the degree of burn scar hypertrophy by analyzing chroma of the burn scar. Its technical schedule is as follows: Firstly, the image of the burn scar is captured by using a digital camera. Then the chroma emendation is performed by using an Artificial Neural Network(ANN). At last, the chroma of burn scar is analyzed and the classification of burn scar hypertrophy is given by using a Support Vector Machine(SVM). Compared with clinical evaluation, the result deduced from this method is proved to be effective.
