摘要
介绍了支持向量机的基本思想,提出了一个基于支持向量机的粮虫模式识别系统。该系统先对粮虫图像进行小波边缘提取,根据灰度共生矩阵和局部统计方法提取小波分割后的图像纹理特征。最后利用支持向量机对粮虫图像进行分类。
The foundations of support vector machines are introduced. An evaluation model based on SVM is made, and the model is tested to obtain better results. Edge detction based on wavelet multi-scale identity is made.The statistics features based on regional gray and the co-occurrence matrix of gray level are taken as performing image segmentation. It is expected that the SVM method would be further applied to the field.
出处
《粮食流通技术》
2009年第6期33-37,共5页
Grain Distribution Technology
基金
校级青年科研基金资助项目
