Zainab Naser Azeez

Work place: Department of computer science University of Thi-Qar, Thi-Qar, Iraq

E-mail: zainabnaser92@gmail.com

Website:

Research Interests: Data Structures and Algorithms, Analysis of Algorithms

Biography

Zainab N. Azeez received her BS degree in computer science from University of Thi-Qar College of Education for pure science, lraq, in 2013, and  currently MS student in computer science from University of Thi-Qar, her interesting area in Biometric and Clustering algorithms.

Author Articles
A New Clustering Algorithm for Face Classification

By Shaker K. Ali Zainab Naser Azeez Ahmed Abdul-Hussein Ouda

DOI: https://doi.org/10.5815/ijitcs.2016.06.01, Pub. Date: 8 Jun. 2016

In This paper, we proposed new clustering algorithm depend on other clustering algorithm ideas. The proposed algorithm idea is based on getting distance matrix, then the exclusion of the matrix points which will be clustered by saving the location (row, column) of these points and determine the minimum distance of these points which will be belongs the group (class) and keep the other points which are not clustering yet. The propose algorithm is applied to image data base of the human face with different environment (direction, angles... etc.). These data are collected from different resource (ORL site and real images collected from random sample of Thi_Qar city population in lraq). Our algorithm has been implemented on three types of distance to calculate the minimum distance between points (Euclidean, Correlation and Minkowski distance) .The efficiency ratio of proposed algorithm has varied according to the data base and threshold, the efficiency of our algorithm is exceeded (96%). Matlab (2014) has been used in this work.

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