A hybrid fingerprint identification and verification algorithm
Other Title(s)
خوارزمية هجينة للتعرف و التحقق من بصمة الإبهام
Dissertant
Thesis advisor
Comitee Members
Kanan, Ghassan Ghazi
Fadil, Muayyad Abd al-Razzaq
University
Amman Arab University
Faculty
Collage of Computer Sciences and Informatics
Department
Department of Computer Science
University Country
Jordan
Degree
Master
Degree Date
2012
English Abstract
Electronic biometric systems became available in our life.
Fingerprint recognition as a behavioral biometric plays an important role in this field, because of its widespread acceptance among people, especially in security transactions.
In this thesis, a hybrid algorithm is presented in order to achieve identification and verification based on fingerprint.
The proposed system includes many elements that are integrated to generate the entire system.
Database of 100 person has been introduced and it is codes using MATLAB.
The system compose of three main phases include preprocessing process , then feature extraction which is applied using a combination of Discrete Wavelet Transform (DWT) and Discrete Curvelet Transform (DCT) , and finally matching process will be executed to make a decision related to the input fingerprint .
The performance of the proposed system has been evaluated on a database of 100 person and each one has 10 fingerprints so the database composed of 1000 fingerprint images .The high recognition rate achieved by using the proposed system it doesn’t take long response time with high accuracy proved by showing the percentage of matching process.
Main Subjects
Telecommunications Engineering
No. of Pages
67
Table of Contents
Table of contents.
Abstract.
Abstract in Arabic.
Chapter One : Introduction.
Chapter Two : Fingerprint biometric recognition.
Chapter Three : Fingerprint recognition system.
Chapter Four : Experimental results and analysis.
Chapter Five : Conclusions and recommendations for future tasks.
References.
American Psychological Association (APA)
al-Khurays, Alaa Abd al-Rahim. (2012). A hybrid fingerprint identification and verification algorithm. (Master's theses Theses and Dissertations Master). Amman Arab University, Jordan
https://search.emarefa.net/detail/BIM-525997
Modern Language Association (MLA)
al-Khurays, Alaa Abd al-Rahim. A hybrid fingerprint identification and verification algorithm. (Master's theses Theses and Dissertations Master). Amman Arab University. (2012).
https://search.emarefa.net/detail/BIM-525997
American Medical Association (AMA)
al-Khurays, Alaa Abd al-Rahim. (2012). A hybrid fingerprint identification and verification algorithm. (Master's theses Theses and Dissertations Master). Amman Arab University, Jordan
https://search.emarefa.net/detail/BIM-525997
Language
English
Data Type
Arab Theses
Record ID
BIM-525997
