节点文献
基于形态小波变换的指纹图像识别预处理的应用研究
Application and Research on Pretreatment of Fingerprint Image Identification Based on Morphological Wavelet Transform
【摘要】 提出了形态小波变换在指纹图像预处理中图像滤波增强的应用算法,该算法利用低频系数构造了一个扁平结构元素,并通过结构元素作用于高频系数,在保持指纹全局特征的情况下,实现图像的滤波增强效果.实验结果表明该算法在指纹图像预处理中的图像滤波增强效果良好、算法有效.
【Abstract】 In this article,the application algorithm in fingerprint image pretreatment based on morphological wavelet transform is put forward. In this algorithm,the authors have constructed a flatten-structure element utilizing the low-frequency parameters,which can affect the high-frequency parameters with the flatten-structure element. In this way we can enhance the fingerprint image with keeping the global texture feature of fingerprint. The experiment results indicate that this increase effect of image-pretreatment in fingerprint identification is good and the algorithm is effective.
【关键词】 形态小波变换;
指纹图像预处理;
数学形态学;
【Key words】 Morphological wavelet transform; Fingerprint image pretreatment; Mathematical morphology;
【Key words】 Morphological wavelet transform; Fingerprint image pretreatment; Mathematical morphology;
【基金】 国家自然科学基金(60320001);英特尔公司基金(HiEd-IXA-425)资助项目
- 【文献出处】 四川师范大学学报(自然科学版) ,Journal of Sichuan Normal University(Natural Science) , 编辑部邮箱 ,2009年05期
- 【分类号】TP391.41
- 【被引频次】7
- 【下载频次】239