An Effective Method for Fingerprint Classification

نویسندگان

  • Monowar H. Bhuyan
  • Sarat Saharia
  • Dhruba Kumar Bhattacharyya
چکیده

This paper presents an effective method for fingerprint classification using data mining approach. Initially, it generates a numeric code sequence for each fingerprint image based on the ridge flow patterns. Then for each class, a seed is selected by using a frequent itemsets generation technique. These seeds are subsequently used for clustering the fingerprint images. The proposed method was tested and evaluated in terms of several real-life datasets and a significant improvement in reducing the misclassification errors has been noticed in comparison to its other counterparts.

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عنوان ژورنال:
  • Int. Arab J. e-Technol.

دوره 1  شماره 

صفحات  -

تاریخ انتشار 2010