مقالة علمية
An Effective Method for Fingerprint Classification

Bhuyan, Monowar Hussain.


مرفقات :
(1)

 

An Effective Method for Fingerprint Classification

Bhuyan, Monowar Hussain.

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

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 techniqu...

مادة فرعية

المؤلف : Bhuyan, Monowar Hussain.

مؤلف مشارك : Saharia, Sarat

بيانات النشر : Jordon : International Arab Journal of e-Technology، يناير 2010مـ.

التصنيف الموضوعي : المعارف العامة|علم المكتبات والمعلومات .

المواضيع : Fingerprint image .

ridge flow .

رقم الطبعة : 3

المصدر : International Arab Journal of e-Technology : .

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