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?????
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
2000
3000
1800 1600
2500
1400 2000
1200 1000
1500
800 1000
600 400
500
200
0
0 0
50
100
150
200
250
0
50
100
150
200
250
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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