DocumentCode
405219
Title
Applying neuro-fuzzy technique to the enhanced fingerprint image
Author
Vijayaprasad, P. ; Abdalla, Ashraf Gasim Elsid
Author_Institution
Fac. of Inf. Technol., Multimedia Univ., Selangor, Malaysia
Volume
2
fYear
2003
fDate
21-24 Sept. 2003
Firstpage
551
Abstract
The requirement for personal identification in computer based access control has resulted in an increased interest in biometrics. Recognition of the fingerprint becomes a complex computer vision problem while dealing with noisy and low quality images. The algorithm shown below is used for enhancement of fingerprint image using fuzzy logic. This paper proposes and describes the neuro-fuzzy based method for enhancement of the fingerprint image.
Keywords
authorisation; computer vision; fingerprint identification; fuzzy logic; fuzzy neural nets; image enhancement; biometrics; computer based access control; computer vision; fingerprint image enhancement; fuzzifier; fuzzy domain; fuzzy logic; image recognition; membership function; minutae points; neuro-fuzzy technique; personal identification; ridges; Access control; Biometrics; Computer vision; Filtering; Fingerprint recognition; Frequency estimation; Gabor filters; Image matching; Image recognition; Information technology;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, 2003. APCC 2003. The 9th Asia-Pacific Conference on
Print_ISBN
0-7803-8114-9
Type
conf
DOI
10.1109/APCC.2003.1274418
Filename
1274418
Link To Document