SVM在羽绒识别中的应用

APPLICATION OF SVM IN FEATHER AND DOWN CATEGORY RECOGNITION

目前,对羽绒种类的识别,均借助于显微镜由人工完成,这种方式存在诸多弊端。本文提出将SVM引入羽绒识别中,用计算机自动完成对羽绒的识别。在羽绒图像经过图像处理的基础上,用SVM对二值图像中的菱节进行识别,然后对识别出的菱节进行配对、计算节距,由计算机自动确定羽绒的种类。

Currently,feather and down category recognition is often done by man with a microscope,but the method has some disadvantages. So applying SVM to feather and down category recognition is proposed in this paper, and feather and down category recognition is done by computer automatically. After the image processing,the triangle node of two-value image of feather is to be recognized with SVM ,then the triangle nodes which have been recognized will be matched and the distance between the matched triangle nodes is calculated, at the end, the feather and down category is recognized.