fingerprint recognition@ ammad
TRANSCRIPT
-
8/14/2019 Fingerprint recognition@ Ammad
1/15
PROJECT SUPERVISOR
Dr. SYED WAQAR SHAH
PROJECT MEMBERS AMMAD UDDIN
AMEER ULLAH
RUMMAN KHAN
MUHAMMAD SHAKEEL
-
8/14/2019 Fingerprint recognition@ Ammad
2/15
-
8/14/2019 Fingerprint recognition@ Ammad
3/15
OUR PROJECT GUISNAPSHOT
-
8/14/2019 Fingerprint recognition@ Ammad
4/15
FINGERPRINT & PASSWARD SECURITY
SYSTEM
FEATURES EXTRACTION
MATCHING
FINGERPRINT PORTION
IT INCLUDES THE FOLLOWING MAIN STEPS
PRE-PROCESSING
-
8/14/2019 Fingerprint recognition@ Ammad
5/15
FINGERPRINT & PASSWORD SECURITY SYSTEM
-
8/14/2019 Fingerprint recognition@ Ammad
6/15
HISTOGRAM BEFORE
EQUALIZATION
0 50 100 150 200 250
0
200
400
600
800
1000
1200
1400
1600
1800
2000
HISTOGRAM AFTER
EQUALIZATION
0 50 100 150 200 250
0
500
1000
1500
2000
2500
3000
-
8/14/2019 Fingerprint recognition@ Ammad
7/15
FINGERPRINT & PASSWORD SECURITY SYSTEM
BINARIZATION
Turning gray-scale image to black and
white image.
-
8/14/2019 Fingerprint recognition@ Ammad
8/15
FINGERPRINT & PASSWORD SECURITY SYSTEM
BEFORE THINNING
THINNING
Reduces thickness ofall ridge lines to singlepixel.
AFTER THINNING
-
8/14/2019 Fingerprint recognition@ Ammad
9/15
FINGERPRINT & PASSWORD SECURITYSYSTEM
MINUTIAE EXTRACTION
RIDGE BIFURCATIONRIDGE ENDING
-
8/14/2019 Fingerprint recognition@ Ammad
10/15
FINGERPRINT & PASSWORD SECURITY SYSTEM
RIDGE ENDING Point where ridge comes to an end
BIFURCATION
Point where one ridge divides into two ridges
-
8/14/2019 Fingerprint recognition@ Ammad
11/15
MATCHING
-
8/14/2019 Fingerprint recognition@ Ammad
12/15
PASSWORD SECURITY
ACCESSING SYSTEM
-
8/14/2019 Fingerprint recognition@ Ammad
13/15
ACCESSING SYSTEMIN ORDER TO ACCES SYSTEM, BOTH THE
FINGERPRINT AND PASSWORD MUST BE MATCHED
.
-
8/14/2019 Fingerprint recognition@ Ammad
14/15
FUTURE RECOMMENDATION
-
8/14/2019 Fingerprint recognition@ Ammad
15/15
THANKS!!!!
Questions?????