Characteristic preserving binarization for fingerprint image

Lei Guo, Da Hai Chen, Li Hai, Jiang Chang

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

This paper presents a new method for binarizing fingerprint image while preserving image characteristics. Firstly, a band-stop filter method is adopted to remove the noises in high frequency. At the same time, a simply-thresholded original image is passed to Gaussian low pass filter, and outlines of fingerprint region are get by applying region growing method to the filtered image. Then, background in band-pass image is filled with outlines of the fingerprint region. After these procedures, background intensity is close to zero, thus fixed threshold one is used for binarization. Our experiment results demonstrate that band-stop method can eliminate noises effectively in the fingerprint images. And binarization in outline of fingerprint can solve the problem of disturbance of the background. Segmenting foreground from background helps select threshold and keep the characteristics of fingerprint.

源语言英语
主期刊名Proceedings of the 4th International Conference on Image and Graphics, ICIG 2007
401-408
页数8
DOI
出版状态已出版 - 2007
活动4th International Conference on Image and Graphics, ICIG 2007 - Chengdu, 中国
期限: 22 8月 200724 8月 2007

出版系列

姓名Proceedings of the 4th International Conference on Image and Graphics, ICIG 2007

会议

会议4th International Conference on Image and Graphics, ICIG 2007
国家/地区中国
Chengdu
时期22/08/0724/08/07

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