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PROJECT SUPERVISOR

Dr. SYED WAQAR SHAH

PROJECT MEMBERS AMMAD UDDIN

AMEER ULLAH

RUMMAN KHAN

MUHAMMAD SHAKEEL

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OUR PROJECT GUISNAPSHOT

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FINGERPRINT & PASSWARD SECURITY

SYSTEM

FEATURES EXTRACTION

MATCHING

FINGERPRINT PORTION

IT INCLUDES THE FOLLOWING MAIN STEPS

PRE-PROCESSING

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FINGERPRINT & PASSWORD SECURITY SYSTEM

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HISTOGRAM BEFORE

EQUALIZATION

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HISTOGRAM AFTER

EQUALIZATION

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FINGERPRINT & PASSWORD SECURITY SYSTEM

BINARIZATION

Turning gray-scale image to black and

white image.

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FINGERPRINT & PASSWORD SECURITY SYSTEM

BEFORE THINNING

THINNING

Reduces thickness ofall ridge lines to singlepixel.

AFTER THINNING

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FINGERPRINT & PASSWORD SECURITYSYSTEM

MINUTIAE EXTRACTION

RIDGE BIFURCATIONRIDGE ENDING

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FINGERPRINT & PASSWORD SECURITY SYSTEM

RIDGE ENDING Point where ridge comes to an end

BIFURCATION

Point where one ridge divides into two ridges

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MATCHING

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PASSWORD SECURITY

ACCESSING SYSTEM

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ACCESSING SYSTEMIN ORDER TO ACCES SYSTEM, BOTH THE

FINGERPRINT AND PASSWORD MUST BE MATCHED

.

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FUTURE RECOMMENDATION

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THANKS!!!!

Questions?????