Publications

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2014
C. Pagano, Granger, E., Sabourin, R., Rattani, A., Marcialis, G. L., and Roli, F., “Efficient Adaptive Face Recognition Systems Based on Capture Conditions, Proc. of ”, in IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM 2014), 2014. (574.39 KB)
2013
A. Rattani, Marcialis, G. L., and Roli, F., “Biometric System Adaptation by Self-update and Graph-based techniques”, Journal of Visual Languages and Computing, Elsevier, 2013.
A. Rattani, Marcialis, G. L., and Roli, F., “A multi-modal dataset, protocol and tools for adaptive biometric systems: A benchmarking study”, International Journal of Biometrics, vol. 5, no. 3/4, 2013. (968.88 KB)
2012
A. Rattani, Marcialis, G. L., and Roli, F., “Adaptive Multibiometric Systems: Conceptual Representation and Performance Evaluation Over Time”, in Handbook on Multibiometrics Systems: Modern Approach to Identity Verification, D. Ranjan Kisku, Gupta, P., and Tistarelli, M. VDM - Lambert Academic Publishing, 2012, pp. 120 -143.
N. Poh, Rattani, A., and Roli, F., “A Critical Analysis of Adaptive Biometric Systems”, IET Biometrics, 2012.
A. Rattani, Marcialis, G. L., Granger, E., and Roli, F., “A Dual-staged Classification-Selection Approach for Automated Update of Biometric Templates”, in International Conference on Pattern Recognition (ICPR), Tsukuba Science City, JAPAN, 2012.
2011
A. Rattani, Marcialis, G. L., and Roli, F., “Self Adaptive Systems: An Experimental Analysis of the Performance Over Time”, in In Proc. of IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM'11) - A Special Session on Adaptive Biometric Systems, Paris (France), 2011, pp. 36 - 43.
A. Rattani, Marcialis, G. L., and Roli, F., “Temporal Analysis of Biometric Template Update Procedures in Uncontrolled Environment”, in International Conference on Image Analysis and Processing (ICIAP'11), Ravenna, Italy, Ravenna (Italy), 2011.
2010
A. Rattani, “Adaptive Biometric System based on Template Update Procedures”, University of Cagliari, Cagliari (Italy), 2010.
2009
A. Rattani, Marcialis, G. L., and Roli, F., “An Experimental Analysis of the Relationship between Biometric Template Update and the Doddington’s Zoo in Face Verification”, in 14th International Conference on Image Analysis and Processing (ICIAP09), Vietri sul Mare (Italy), 2009.
A. Rattani, Freni, B., Marcialis, G. L., and Roli, F., “Template update methods in adaptive biometric systems: a critical review”, in 3rd International Conference on Biometrics, Alghero (Italy), 2009, vol. 5558, pp. 847-856.
2008
G. L. Marcialis, Rattani, A., and Roli, F., “Biometric template update: an experimental investigation on the relationship between update errors and performance degradation in face verification”, in Joint IAPR Int. Workshop on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR08, Orlando (Florida, USA), 2008.
A. Rattani, Marcialis, G. L., and Roli, F., “Biometric template update using the graph mincut: a case study in face verification”, in 6th IEEE Biometric Symposium, Tampa, Florida, USA, 2008.
A. Rattani, Marcialis, G. L., and Roli, F., “Boosting Gallery Representativeness by Co-updating Face and Fingerprint Verification Systems”. 2008.
A. Rattani, Marcialis, G. L., and Roli, F., “Capturing large intra-class variations of biometric data by template co-updating”, in IEEE Workshop on Biometrics, Int. Conference on Vision and Pattern Recognition CVPR 2008, Anchorage (Alaska, USA), 2008, pp. 1-6.