Method for fingerprint classification Patent
Patent
Aboalsamh, Fahman Saeed, Muhammed Hussain, Hatim A. . 2016
نوع عمل المنشور:
دكتواره
المنظمة الراعية:
https://www.google.com/patents/US9530042
رقم براءة الإختراع:
US 9530042 B1
مستخلص المنشور:
The method for fingerprint classification uses a local gradient directional binary pattern (LGDBP) descriptor. The method acquires digital images of fingerprints from a scanner or the like, and the LGDBP descriptors corresponding to the directional ridge patterns are calculated. Using the LGDBP descriptors as a fingerprint representation, an extreme learning machine neural network with a radial basis function kernel may is used to reduce substantially the search space to a predefined number of classes of known fingerprints to be searched to identify the fingerprint.