Fingerprints recognition using Gabor filters
Other Title(s)
تمييز البصمات باستخدام مرشحات كابور
Dissertant
al-Kharaz, Ali Abd al-Munim Ibrahim
Thesis advisor
Comitee Members
al-Jawhar, Walid Amin Mahmud
al-Zuki, Ali Abd D.
al-Abbudi, Bushra Qasim
University
University of Baghdad
Faculty
College of Science
Department
Department of Computer Science
University Country
Iraq
Degree
Master
Degree Date
2005
English Abstract
Automatic fingerprint recognition system is popular and reliable for automatic personal identification.
This work is an attempt to recognize and identify fingerprint among many that were stored in data base, using bank of Gabor filters.
The introduced algorithm determines the automatically core point and the tessellate region of interest around the core point.
The utilized Bank of Gabor filters have the ability to capture both local and global details in a fingerprint as a compact fixed length finger vector by computing the Average Absolute Deviation (AAD) from the mean of gray values in an individual sector in the filtered images.
The matching Process in our present system is based on the Euclidean distance between the new input fingerprint and templates stored in the Data base.
So the score degree can determine the genuine or imposter person.
The Data Base can display information about any processed fingerprints and can be easily perform search by number or name of the persons and, as a consequence, demonstrating the required information about the desired person.
Main Subjects
Information Technology and Computer Science
No. of Pages
72
Table of Contents
Table of contents.
Abstract.
Abstract in Arabic.
Chapter One : Introduction.
Chapter Two : FFT and Gabor filters.
Chapter Three : Pattern recognition and classification methods.
Chapter Four : A proposed method of fingerprint matching using Gabor filters.
Chapter Five : Conclusions and prospect.
References.
American Psychological Association (APA)
al-Kharaz, Ali Abd al-Munim Ibrahim. (2005). Fingerprints recognition using Gabor filters. (Master's theses Theses and Dissertations Master). University of Baghdad, Iraq
https://search.emarefa.net/detail/BIM-605558
Modern Language Association (MLA)
al-Kharaz, Ali Abd al-Munim Ibrahim. Fingerprints recognition using Gabor filters. (Master's theses Theses and Dissertations Master). University of Baghdad. (2005).
https://search.emarefa.net/detail/BIM-605558
American Medical Association (AMA)
al-Kharaz, Ali Abd al-Munim Ibrahim. (2005). Fingerprints recognition using Gabor filters. (Master's theses Theses and Dissertations Master). University of Baghdad, Iraq
https://search.emarefa.net/detail/BIM-605558
Language
English
Data Type
Arab Theses
Record ID
BIM-605558
