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
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;
Conference_Titel :
Communications, 2003. APCC 2003. The 9th Asia-Pacific Conference on
Print_ISBN :
0-7803-8114-9
DOI :
10.1109/APCC.2003.1274418
