DocumentCode
1865667
Title
A neural network based approach for fingerprint recognition system
Author
Jha, Alok K. ; Narasimham, Supriya ; Krishna, Sudheer Sreedhara ; Pillai, V. P Mahadevan
Author_Institution
Vellore Inst. of Technol., Vellore, India
fYear
2010
fDate
18-20 Oct. 2010
Firstpage
808
Lastpage
812
Abstract
A simple neural network based approach has been developed for fingerprint recognition. The fingerprint were taken using optical scanners and further processed using neural network The system uses candidate score, ideal weight model score and recognition quotient for recognition of the pattern. The algorithm is based on winner takes all.
Keywords
fingerprint identification; neural nets; optical scanners; pattern recognition; candidate score; fingerprint recognition system; ideal weight model score; optical scanners; pattern recognition; recognition quotient; simple neural network; Biological system modeling; Biomedical optical imaging; Optical coupling; Optical network units; Pattern matching; Robustness; Welding;
fLanguage
English
Publisher
ieee
Conference_Titel
Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2010 International Congress on
Conference_Location
Moscow
ISSN
2157-0221
Print_ISBN
978-1-4244-7285-7
Type
conf
DOI
10.1109/ICUMT.2010.5676543
Filename
5676543
Link To Document