Inlämning av Examensarbete / Submission of Thesis

Sainath Maddala; Sreekanth Rao Tangellapally MEE10:85, pp. 49. ING/School of Engineering, 2010.

The work

Författare / Author: Sainath Maddala, Sreekanth Rao Tangellapally,
Titel / Title: Implementation and Evaluation of NIST Biometric Image Software for Fingerprint Recognition
Abstrakt Abstract:

Fingerprints are rich in details which are in the form of discontinuities in ridges known as minutiae and are unique for each person. The main desire of this thesis is to implement and evaluate National Institute of Science and Technology (NIST) Biometric Image Software (NBIS) for fingerprint recognition using C language MEX-files. NBSI source code is written in ANSI C programming language. A system developed in Matlab environment using C language MEX-files is used for implemented and evaluated the NIST source code. Minutiae extraction and minutiae matching are performed by using a function developed with NBIS. The extracted minutiae are passed through the function with NBIS that match two minutiae patterns and produce a match score. Finally the performance of the system is evaluated on various fingerprint databases and results are presented in Receiver Operating characteristics (ROC) graphs.

Ämnesord / Subject: Signalbehandling - Signal Processing
Signalbehandling - Signal Processing
Signalbehandling - Signal Processing
Nyckelord / Keywords: Biometric, NIST Fingerprint Verification, MEX-File, ROC graphs.

Publication info

Dokument id / Document id:
Program:/ Programme Magisterprogram i Elektroteknik / Master of Science in Electrical Engineering
Registreringsdatum / Date of registration: 10/10/2010
Uppsatstyp / Type of thesis: Masterarbete/Master's Thesis (120 credits)


Handledare / Supervisor: Josef Ström Bartunek
Examinator / Examiner: Mikael Nilsson
Organisation / Organisation: Blekinge Institute of Technology
Institution / School: ING/School of Engineering

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