کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
535036 | 870313 | 2008 | 7 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Advanced methods for two-class pattern recognition problem formulation for minutiae-based fingerprint verification
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
چشم انداز کامپیوتر و تشخیص الگو
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چکیده انگلیسی
We present a new method for minutiae-based fingerprint verification that approaches the problem as a two-class pattern recognition problem. In our knowledge, this is one of the first works that uses as features for fingerprint verification the response of a minutiae matcher between two fingerprint. The feature vector obtained by the minutiae matching is classified into “genuine” or “impostor” by support vector machines. Results from FVC2002 are presented, yielding remarkable performance improvement with respect to other state-of-the-art approaches.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition Letters - Volume 29, Issue 2, 15 January 2008, Pages 142–148
Journal: Pattern Recognition Letters - Volume 29, Issue 2, 15 January 2008, Pages 142–148
نویسندگان
Alessandra Lumini, Loris Nanni,