DocumentCode :
1905737
Title :
Fingerprint recognition performance evaluation for mobile ID applications
Author :
Modi, Shimon ; Mohan, Ashwin ; Senjaya, Benny ; Elliott, Stephen
Author_Institution :
BSPA Lab., Purdue Univ., West Lafayette, IN, USA
fYear :
2010
fDate :
5-8 Oct. 2010
Firstpage :
243
Lastpage :
249
Abstract :
According to a report by Frost and Sullivan in 2007, revenues for non-AFIS fingerprint devices in notebook PC\´s and wireless devices is anticipated to grow from $148.5 million to $1588.0 million by 2014, a compound annual growth rate of 40.3%. The AFIS market has a compound annual growth rate of 15.2% with revenues of $445.0 million in 2007. With the development of mobile applications in a number of different market segments, such as healthcare, retail, and law enforcement, this paper analyzed the performance of fingerprints of different sizes, from different sensors (commercialy available optical and capacitance) which were generated in accordance with NIST Mobile ID best practices document using an automated image cropping process. The minutiae count, image quality scores, false non match rates (FNMR) and false match rates (FMR) were evaluated for images of seven different image sizes, ranging from 0.098"X0.126" to 0.578"X0.618". The results provide insight into constraints of fingerprint image sizes, interoperability and fingerprint matching of different sizes in a mobile ID environment.
Keywords :
authorisation; fingerprint identification; image classification; image matching; mobile computing; open systems; performance evaluation; AFIS fingerprint device; NIST mobile ID; automated image cropping process; false non match rate; fingerprint image size; fingerprint recognition performance evaluation; image quality; interoperability constraint; Biomedical optical imaging; Capacitance; Fingerprint recognition; Optical imaging; Performance evaluation; USA Councils; fingerprint recognition performance; minutiae count; mobile ID biometrics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Security Technology (ICCST), 2010 IEEE International Carnahan Conference on
Conference_Location :
San Jose, CA
ISSN :
1071-6572
Print_ISBN :
978-1-4244-7403-5
Type :
conf
DOI :
10.1109/CCST.2010.5678707
Filename :
5678707
Link To Document :
بازگشت