支持向量机用于液滴指纹识别

Q. Song, Hui Yuan, Xisheng Liu, Chen Qiu
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引用次数: 2

摘要

本文介绍了液滴指纹、一种称为波形分析的特征提取方法和支持向量机,讨论了液滴指纹的识别方法。波形分析方法可以掌握液滴指纹的主要特征,大大减少了识别所需的信息,提高了识别效率。支持向量机技术特别适用于模式分类。将波形分析和支持向量机应用于液滴指纹识别,取得了较好的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Support vector machine for the liquid drop fingerprint recognition
In this paper, we introduce liquid drop fingerprint, a feature extraction method called waveform analysis and support vector machine, then discuss the recognition method of liquid drop fingerprint. The waveform analysis method can grasp the main features of the liquid drop fingerprint, greatly reduce the information needed for recognition and improve recognition efficiency. Support vector machine technology is particularly suitable for pattern classification. By using waveform analysis and support vector machine in liquid drop fingerprint recognition, we can get good results.
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