Title :
Speed-optimized fingerprint image enhancement for embedded systems
Author_Institution :
Dept. of Electron. & Comput., Transilvania Univ. Brasov, Brasov
Abstract :
Fingerprint recognition is the most widely used form of biometric identification. Many high performance recognition algorithms exists, which can reliably identify even poor fingerprint images, but most of these algorithms require great processing power implying the use of some computer systems to do the actual recognition. However, more and more applications require fingerprint recognition to be done in small embedded system with low processing power but within an acceptable timeframe. This paper focuses on some possible speed-up techniques for image enhancement and their effect on recognition performance.
Keywords :
fingerprint identification; image enhancement; embedded system; fingerprint recognition; speed-optimized fingerprint image enhancement; Capacitive sensors; Embedded system; Fingerprint recognition; Gabor filters; High performance computing; Image enhancement; Image matching; Image recognition; Microcontrollers; Power system reliability;
Conference_Titel :
Optimization of Electrical and Electronic Equipment, 2008. OPTIM 2008. 11th International Conference on
Conference_Location :
Brasov
Print_ISBN :
978-1-4244-1544-1
Electronic_ISBN :
978-1-4244-1545-8
DOI :
10.1109/OPTIM.2008.4602502