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Fingerprint authentication using wavelet preprocessing and SVM

大島商船高等専門学校紀要 Volume 45 Page 29-34
published_at 2012-12
OS10045000005.pdf
[fulltext] 1.52 MB
Title
ハールウェーブレット変換とSVMを用いた指紋認証
Fingerprint authentication using wavelet preprocessing and SVM
Creators Kanmera Suguru
Creators Fujinoki Kensuke
Creators Okataku Yasukuni
Source Identifiers
Creator Keywords
Fingerprint support vector machine SVM wavelet Haar wavelet transform
This paper prescribes an approach for providing a method of fingerprint authentication from pre-processed fingerprint image
data which are pre-processed by Gabor filter or Haar wavelet transform. The pre-processed data are classified by SVM learning
examples of fingerprint images. The two types characteristic features derived from the pre-processed data have been evaluated.
The first type is minutia matching approach using relation between two minutia and the other is Histograms of Oriented
Gradients approach.
Languages jpn
Resource Type departmental bulletin paper
Publishers 大島商船高等専門学校
Date Issued 2012-12
File Version Version of Record
Access Rights open access
Relations
[ISSN]0387-9232
[NCID]AN00031668