Title :
Fusion at decision level in multimodal biometric authentication system using Iris and Finger Vein with novel feature extraction
Author :
Sudhamani, M.J. ; Venkatesha, M.K. ; Radhika, K.R.
Author_Institution :
RNS Inst. of Technol., Bangalore, India
Abstract :
A Multimodal authentication system with fusion at decision level employing Iris and Finger Vein is developed. This paper also proposes a novel feature extraction technique for finger vein and iris traits. This approach combines the decisions from the individual modalities using the conventional AND rule. Experimental results demonstrate the effectiveness of the proposed multimodal authentication system for accurate person authentication.
Keywords :
decision making; feature extraction; image fusion; iris recognition; message authentication; vein recognition; AND rule; decision level; feature extraction; finger vein; image fusion; iris trait; multimodal biometric authentication system; Feature extraction; Iris; Iris recognition; Thumb; Vectors; Veins; Decision level Fusion; Feature extraction; Local Binary Pattern; Multimodal biometrics;
Conference_Titel :
India Conference (INDICON), 2014 Annual IEEE
Conference_Location :
Pune
Print_ISBN :
978-1-4799-5362-2
DOI :
10.1109/INDICON.2014.7030576