ハールウェーブレット変換とSVMを用いた指紋認証

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  • ハールウェーブレット ヘンカン ト SVM オ モチイタ シモン ニンショウ
  • Fingerprint authentication using wavelet preprocessing and SVM
  • ハール ウェーブレット ヘンカン ト SVM オ モチイタ シモン ショウニン

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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.

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