Title :
Three Modals Biometric Information Fusion Based on Image Quality Estimation
Author :
Guo, L.-j. ; Ma, B.-f.
Author_Institution :
Fac. of Inf. Sci. & Technol., Ningbo Univ., Ningbo
Abstract :
This paper addresses a multimodal biometric verification system model based on fingerprint, paim-print and hand-geometry, whose features can be extracted from the human hand and the information fusion is applied at matching score level based on multimodal image quality estimation. The verification process is organized as follows: image capture; processing; sub-images extraction; features extraction; matching score normalization with a new method (a new segment linear function); fusion at matching score level based on image quality, finally a decision made. The system was tested on a database of 100 persons and the experimental results indicate the possibility of the combination.
Keywords :
biometrics (access control); feature extraction; image matching; image processing; sensor fusion; biometric information fusion; biometric verification; features extraction; fingerprint; hand geometry; image capture; image processing; image quality estimation; matching score level; matching score normalization; palm print; sub-images extraction; Biometrics; Data mining; Feature extraction; Fingerprint recognition; Humans; Image databases; Image quality; Image segmentation; Spatial databases; System testing;
Conference_Titel :
Bioinformatics and Biomedical Engineering, 2008. ICBBE 2008. The 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1747-6
Electronic_ISBN :
978-1-4244-1748-3
DOI :
10.1109/ICBBE.2008.626