摘要
在字符特征提取基础上,文章提出了应用支持向量机对传真收件人进行识别的方案,解决了传真收件人格式、表示方法多样性而导致的自动分发困难的问题。文中对四种常用的核函数分别进行了实验,选取了对传真收件人具有较高识别率的核函数,它有利于实现传真文件的自动分发。
Based on characters feature extraction,the scheme of fax receiver's recognition is advanced in this paper by the use of SVM,which solves some problems such as the format of fax receiver and the difficulty of intelligent distribution caused by the diversity of expressing methods,Four common kernel functions are experimented respectively in this paper,and the kernel function that has better recognizing accuracy to fax receiver is selected,which can make for the realization of the intelligent distribution of fax.
出处
《计算机工程与应用》
CSCD
北大核心
2006年第7期156-158,共3页
Computer Engineering and Applications
关键词
支持向量机
字符识别
传真
特征提取
Support Vector Machines (SVM),character recognition, fax, feature extraction