Publications
, «A Dual-staged Classification-Selection Approach for Automated Update of Biometric Templates», in International Conference on Pattern Recognition (ICPR), Tsukuba Science City, JAPAN, 2012.
, «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, pagg 36 - 43.
, «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, pagg 1-6.
, «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.
, «Biometric System Adaptation by Self-update and Graph-based techniques», Journal of Visual Languages and Computing, Elsevier, 2013.
, «A multi-modal dataset, protocol and tools for adaptive biometric systems: A benchmarking study», International Journal of Biometrics, vol 5, n° 3/4, 2013.
(968.88 KB)
(968.88 KB), «Adaptive Biometric System based on Template Update Procedures», University of Cagliari, Cagliari (Italy), 2010.
, «Template update methods in adaptive biometric systems: a critical review», in 3rd International Conference on Biometrics, Alghero (Italy), 2009, vol 5558, pagg 847-856.
, «Biometric template update using the graph mincut: a case study in face verification», in 6th IEEE Biometric Symposium, Tampa, Florida, USA, 2008.
, «The Behavior Knowledge Space Fusion Method: Analysis of Generalization Error and Strategies for Performance Improvement», in 4th Int. Workshop on Multiple Classifier Systems (MCS 2003), Guildford, United Kingdom, 2003, vol 2709, pagg 55-64.
, «Human Body Part Selection by Group Lasso of Motion for Model-Free Gait Recognition», IEEE Signal Processing Letters, vol 23, n° 1, 2016. (692.14 KB)
(692.14 KB), «Improved Human Gait Recognition», in 18th IAPR Int. Conf. on Image Analysis and Processing (ICIAP), 2015, vol 9280, pagg 119-129. (398.61 KB)
(398.61 KB), «Analysis of Error-Reject Trade-off in Linearly Combined Classifiers», in 16th Int. Conferrence on Pattern Recognition (ICPR 2002), Québec City, Canada, 2002, pagg 120-123.
, «Image Recognition by integration of connectionist and symbolic approaches», Int. Journal of Pattern Recognition and Artificial Intelligence, vol 9, pagg 485-515, 1995.
, «Fixed and Trained Combiners for Fusion of Unbalanced Pattern Classifiers», in 5th Int. Conference on Information Fusion (IF 2002), Annapolis, Mariland, USA, 2002, pagg 278-284.
, «Design of Multiple Classifier Systems», in Hybrid Methods in Pattern Recognition, World Scientific Publishing, 2002.
, «Fusion of Multiple Classifiers», 2002.
, «Support vector machines for remote-sensing image classification», in Image and Signal Processing for Remote Sensing VI, 2001, vol 4170, pagg 160-166.
, «Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers», in 3rd Int. Workshop on Multiple Classifier Systems (MCS 2002), Cagliari, Italy, 2002, vol 2364, pagg 252-261.
, «Pattern Recognition Systems Under Attack», in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Proc. of the 18th Iberoamerican Congress on Pattern Recognition (CIARP 2013), LNCS, Havana, Cuba, 2013, vol 8258, pagg 1-8. (314.35 KB)
(314.35 KB), Multiple Classifier Systems, vol 3077. Springer-Verlag, 2004.
, «Classifier Fusion for Multisensor Image Recognition», in Image and Signal Processing for Remote Sensing VI, 2001, Sebastiano B. Serpico., vol 4170, pagg 103-110.
, «Knowledge-Based Control in Multisensor Image Processing and Recognition», Optical Engineering Journal, vol 32, pagg 1153-1166, 1993.
