Evaluation of a Fingerprint Identification Algorithm with SIFT Features - Collections

＜conference paper＞
Evaluation of a Fingerprint Identification Algorithm with SIFT Features

Creator	Creator Name Awad, Ali Ismail
Creator	Author PID K002400 Creator Name Baba, Kensuke 馬場, 謙介ババ, ケンスケ Affiliation Affiliation Name Research and Development Division, Kyushu University Library 九州大学図書館研究開発室
Language	English
Publisher	IEEE
Date	2012-09
Source Title	Proceedings of the 2012 IIAI International Conference on Advanced Applied Informatics
First Page	129
Last Page	132
Publication Type	Accepted Manuscript
Access Rights	open access
Related DOI	Proc. 2012 IIAI International Conference on Advanced Applied Informatics \|\| p129-132
Related URI	Proc. 2012 IIAI International Conference on Advanced Applied Informatics \|\| p129-132
Relation	Proc. 2012 IIAI International Conference on Advanced Applied Informatics \|\| p129-132
Abstract	In fingerprint identification, the short identification time is a crucial need. The identification time can be estimated according to the number of conducted matching processes multiplied by the consu...med time by a single matching process. The Matching Score Matrix is an existing identification algorithm that reduces the number of matching processes. This paper evaluates the algorithm with the features extracted from fingerprint images by SIFT. The processing time and the accuracy are compared with those of the straightforward method based on the linear search. The evaluation results prove the applicability of the algorithm to fingerprint identification using SIFT features.show more

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