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
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
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.
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