基于支持向量机的模式识别方法研究

Review of pattern recognition based on support vector machine

本文对支持向量机的原理和应用进行了综合论述。首先,概要叙述了支持向量机(SVM)的产生背景和发展前景。简要介绍了SVM的定义、分类及算法。最后,对SVM在文本识别、数字识别、人脸检测、人脸识别、人脸认证、回归分析及预测、图像检索、特征提取等方面的应用进行了讨论。

The principle and applications of the support vector machine （SVM） are briefly reviewed Firstly, the background and the development prospects of SVM are described and then the classification and algorithms of SVM are briefly introduced. Finally, we discussed the applications, such as in text identification, handwritten numeral recognition, face detection, definition, SVM-based recognition and verification, regression analysis and prediction, image retrieval, feature selection and so on.