DocumentCode :
3095843
Title :
Graphical User Interface (GUI) for Thumbprint Image Enhancement and Minutiae Extraction
Author :
Naim, Nani Fadzlina ; Daud, Abdul Rahman Bin ; Yassin, Ahmad Ihsan Mohd
Author_Institution :
Fak. Kejuruteraan Elektrik, Univ. Teknol. MARA, Shah Alam, Malaysia
fYear :
2011
fDate :
26-28 July 2011
Firstpage :
352
Lastpage :
357
Abstract :
This project presents the development of Graphical User Interface (GUI) for thumbprint image enhancement and minutiae extraction. The system is developed by using MATLAB R2009b software. This project also includes the development of standalone program for this system. The main purpose of this Graphical User Interface development is to get the value of real-end points and real-branch points of a thumbprint image. The real end points are the points of ridge termination while real-branch points are the points of ridge bifurcation. The value of this point is used in thumbprint image matching process to identify the owner of a thumbprint image. Thumbprint image enhancement consists of several process such as histogram equalization process, enhancement by Fast Fourier Transform (FFT) factor, and image binarization while minutiae extraction consist of ridge thinning process, region of interest (ROI) extraction, and minutiae extraction process. All processes should be done one by one. The last process will produce all the information about the thumbprint image; the real branch points and real end points value. All values are totally different for each person as there are no two people in this world who are having the clearly same design of thumbprint ridge pattern.
Keywords :
fast Fourier transforms; feature extraction; fingerprint identification; graphical user interfaces; image enhancement; GUI; MATLAB R2009b software; fast Fourier transform factor; graphical user interface; histogram equalization process; image binarization; minutiae extraction process; region of interest extraction; ridge bifurcation point; ridge termination point; ridge thinning process; thumbprint image enhancement; thumbprint matching; thumbprint ridge pattern design; Computers; Fast Fourier transforms; Graphical user interfaces; Image enhancement; Layout; MATLAB; Graphical user interface; MATLAB R2009b; real branch points; real end points; thumbprint image enhancement; thumbprint matching; thumbprint minutia extraction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence, Communication Systems and Networks (CICSyN), 2011 Third International Conference on
Conference_Location :
Bali
Print_ISBN :
978-1-4577-0975-3
Electronic_ISBN :
978-0-7695-4482-3
Type :
conf
DOI :
10.1109/CICSyN.2011.80
Filename :
6005699
Link To Document :
بازگشت