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
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;
Conference_Titel :
Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2010 International Congress on
Conference_Location :
Moscow
Print_ISBN :
978-1-4244-7285-7
DOI :
10.1109/ICUMT.2010.5676543
