Fusion of Face and Iris Biometrics

This chapter presents a system which simultaneously acquires face and iris samples using a single sensor, with the goal of improving recognition accuracy while minimizing sensor cost and acquisition time. The resulting system improves recognition rates beyond the observed recognition rates for either isolated biometrics.

[1]  Rui Wang,et al.  Fusion of Near Infrared Face and Iris Biometrics , 2007, ICB.

[2]  Bruce A. Draper,et al.  Overview of the Multiple Biometrics Grand Challenge , 2009, ICB.

[3]  Arun Ross,et al.  Multimodal biometrics: An overview , 2004, 2004 12th European Signal Processing Conference.

[4]  Alex Pentland,et al.  Face recognition using eigenfaces , 1991, Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[5]  Marina L. Gavrilova,et al.  Evaluation of Face Recognition Algorithms on Avatar Face Datasets , 2011, 2011 International Conference on Cyberworlds.

[6]  Arun Ross,et al.  An introduction to multibiometrics , 2007, 2007 15th European Signal Processing Conference.

[7]  Massimo Tistarelli,et al.  Robust Multi-modal and Multi-unit Feature Level Fusion of Face and Iris Biometrics , 2009, ICB.

[8]  Patrick J. Flynn,et al.  Image understanding for iris biometrics: A survey , 2008, Comput. Vis. Image Underst..

[9]  Adrian Kaehler,et al.  Learning opencv, 1st edition , 2008 .

[10]  Benoit Geller,et al.  Blind estimation of timing and carrier frequency offsets in OFDM systems , 2007, 2009 17th European Signal Processing Conference.

[11]  K. Bowyer,et al.  Multi-Modal Biometrics : An Overview , 2006 .

[12]  Shengcai Liao,et al.  Automatic Partial Face Alignment in NIR Video Sequences , 2009, ICB.

[13]  Ching-Han Chen,et al.  Fusion of Face and Iris Features for Multimodal Biometrics , 2006, ICB.

[14]  Yillbyung Lee,et al.  Biometric Authentication System Using Reduced Joint Feature Vector of Iris and Face , 2005, AVBPA.

[15]  Teddy Ko.  Multimodal biometric identification for large user population using fingerprint, face and iris recognition , 2005, 34th Applied Imagery and Pattern Recognition Workshop (AIPR'05).

[16]  Stan Z. Li,et al.  Advances in Biometrics, International Conference, ICB 2007, Seoul, Korea, August 27-29, 2007, Proceedings , 2007, ICB.

[17]  Paul A. Viola,et al.  Rapid object detection using a boosted cascade of simple features , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[18]  R. Volner,et al.  Multi-Biometric Techniques, Standards Activities and Experimenting , 2006 .

[19]  Jérôme Gilles,et al.  A New Adaptive Combination Approach to Score Level Fusion for Face and Iris Biometrics Combining Wavelets and Statistical Moments , 2008, ISVC.

[20]  Ran He,et al.  Highly Accurate and Fast Face Recognition Using Near Infrared Images , 2006, ICB.

[21]  James R. Matey,et al.  Iris on the Move: Acquisition of Images for Iris Recognition in Less Constrained Environments , 2006, Proceedings of the IEEE.

[22]  Arun Ross,et al.  Handbook of Multibiometrics , 2006, The Kluwer international series on biometrics.

[23]  Walter Montenarie,et al.  Springer Science and Business Media , 2004 .

[24]  John Daugman,et al.  How iris recognition works , 2002, IEEE Transactions on Circuits and Systems for Video Technology.

[25]  Arun Ross,et al.  Handbook of Multibiometrics (International Series on Biometrics) , 2006 .

[26]  Tieniu Tan,et al.  Combining Face and Iris Biometrics for Identity Verification , 2003, AVBPA.