DocumentCode :
1336149
Title :
Optimization of Calculation of Field Orientation Time and Binarization of Fingerprint Images
Author :
Medeiros, L.X. ; Flores, Edna Lucia ; Arantes Carrijo, Gilberto ; Paschoarelli Veiga, Antonio Claudio
Author_Institution :
Univ. Fed. de Uberlandia, Uberlandia, Brazil
Volume :
9
Issue :
5
fYear :
2011
Firstpage :
868
Lastpage :
874
Abstract :
The field orientation and the binarization in an image are often used in fingerprint identification and authentication, and analysis of textures. The proposed algorithm reuses the additions and multiplications in the calculation of the field orientation using the switching property and uses the Digital Differential Analyzer (DDA) algorithm in the generation of convolution masks for the binarization of fingerprint images. The performance of the processing time and the result of the proposed binarization algorithm compared to the performance of algorithms that use convolutions masks were satisfactory compared to the other algorithms found in literature.
Keywords :
differential analysers; fingerprint identification; DDA algorithm; commutative property; convolution masks; digital differential analyzer algorithm; field orientation time calculation; fingerprint image; optimization; Algorithm design and analysis; Convolution; Fingerprint recognition; Hidden Markov models; Image matching; Monitoring; Optimization; DDA algorithm; Field orientation; commutative property; ridge extraction;
fLanguage :
English
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
Publisher :
ieee
ISSN :
1548-0992
Type :
jour
DOI :
10.1109/TLA.2011.6031002
Filename :
6031002
Link To Document :
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