Title of article :
DESIGN A FINGERPRINT DATABASE PATTERN RECOGNITION SYSTEM VIA CLUSTER ANALYSIS METHOD I- DESIGN OF MATHEMATICAL MODEL
Author/Authors :
Ibrahim, Ali A. Al-Nahrain University - College of Science, Iraq , Al Deen, Aveen M. American University - Information Technology Dep, Iraq , Atiya, Ali A. Al-Nahrain University - College of Engineering, Iraq
Abstract :
Cluster Analysis Method – Hierarchical Clustering procedure (HCP) was used to classify the fingerprint database into groups. The goal of this paper was to reduce the time that was required to identify the desired fingerprint image of specific person. The results show that the proposed fingerprint database system reduce time that is required to identify the desired fingerprint image in the case of clustering task compared with classical method.
Keywords :
Fingerprint Database System , Hierarchical Clustering Procedures , Features Extraction
Journal title :
iraqi journal of biotechnology
Journal title :
iraqi journal of biotechnology
