Fingerprint Recognition@ Ammad

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• PROJECT SUPERVISOR Dr. SYED WAQAR SHAH • PROJECT MEMBERS • • • •

AMMAD UDDIN AMEER ULLAH RUMMAN KHAN MUHAMMAD SHAKEEL

OUR PROJECT GUI SNAPSHOT

FINGERPRINT & PASSWARD SECURITY SYSTEM FINGERPRINT PORTION IT INCLUDES THE FOLLOWING MAIN STEPS PRE-PROCESSING

FEATURES EXTRACTION

MATCHING

FINGERPRINT & PASSWORD SECURITY SYSTEM

HISTOGRAM BEFORE EQUALIZATION

HISTOGRAM AFTER EQUALIZATION

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FINGERPRINT & PASSWORD SECURITY SYSTEM

 BINARIZATION • Turning gray-scale image to black and white image.

FINGERPRINT & PASSWORD SECURITY SYSTEM  THINNING  Reduces thickness of all ridge lines to single pixel. BEFORE THINNING AFTER THINNING

FINGERPRINT & PASSWORD SECURITY SYSTEM

MINUTIAE EXTRACTION

RIDGE ENDING

RIDGE BIFURCATION

FINGERPRINT & PASSWORD SECURITY SYSTEM

RIDGE ENDING  Point where ridge comes to an end

BIFURCATION  Point where one ridge divides into two ridges

MATCHING

PASSWORD SECURITY

ACCESSING SYSTEM IN ORDER TO ACCES SYSTEM, BOTH THE

.

FINGERPRINT AND PASSWORD MUST BE MATCHED

FUTURE RECOMMENDATION

THANKS!!!! Questions?????

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