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http://dx.doi.org/10.9717/kmms.2013.16.8.914

Feature Extraction System for High-Speed Fingerprint Recognition using the Multi-Access Memory System  

Park, Jong Seon (충남대학교 정보통신공학과)
Kim, Jea Hee (충남대학교 정보통신공학과)
Ko, Kyung-Sik (충남대학교 정보통신공학과)
Park, Jong Won (충남대학교 정보통신공학과)
Publication Information
Journal of Korea Multimedia Society / v.16, no.8, 2013 , pp. 914-926 More about this Journal
Abstract
Among the recent security systems, security system with fingerprint recognition gets many people's interests through the strengths such as exclusiveness, convenience, etc, in comparison with other security systems. The most important matters for fingerprint recognition system are reliability of matching between the fingerprint in database and user's fingerprint and rapid process of image processing algorithms used for fingerprint recognition. The existing fingerprint recognition system reduces the processing time by removing some processes in the feature extraction algorithms but has weakness of a reliability. This paper realizes the fingerprint recognition algorithm using MAMS(Multi-Access Memory System) for both the rapid processing time and the reliability in feature extraction and matching accuracy. Reliability of this process is verified by the correlation between serial processor's results and MAMS-PP64's results. The performance of the method using MAMS-PP64 is 1.56 times faster than compared serial processor.
Keywords
Parallel Processing; Multi-Access Memory System; Image Processing; SIMD Computer;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
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