数据采集与处理2017，Vol.32Issue(1)：62-70,9.DOI:10.16337/j.1004-9037.2017.01.007
基于高斯调制二维正弦曲面滤波器的指纹增强算法
Fingerprint Enhancement Algorithm Based on Two-Dimensional Sine Quadric Surface Filter Modulated by Gaussian Function
摘要
Abstract
A two-dimensional sine quadric surface filter is constructed and designed after analyzing the texture structure of fingerprint image and the comparability between the texture structure and two-dimensional sine quadric surface pattern.To reduce the effect of marginal noise on the performance of the filter and improve the enhancement capability of the filter,the paper adopts two-dimensional Gaussian function to modulate the two-dimensional sine quadric surface filter.Finally,the paper produces the fingerprint enhancement algorithm based on two-dimensional sine quadric surface filter modulated by Gaussian function.The grouping experimental results show that the proposed fingerprint enhancement algorithm can improve the quality of fingerprint image and reduce the effect of strong noise,such as the broked texture,the scar and the conglutination in the low-quality fingerprint image.关键词
指纹识别系统/指纹图像增强/二维正弦曲面滤波器/高斯函数/加博滤波器Key words
fingerprint identification system/fingerprint image enhancement/two-dimensional sine quadric surface filter/Gaussian function/Gabor filter分类
信息技术与安全科学引用本文复制引用
詹小四,蔡乐毅..基于高斯调制二维正弦曲面滤波器的指纹增强算法[J].数据采集与处理,2017,32(1):62-70,9.基金项目
浙江省自然科学基金(Y1101304)资助项目. （Y1101304）
