Publications

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M. Dibitonto, Buonaiuto, A., Marcialis, G. L., Muntoni, D., Medaglia, C. Maria, and Roli, F., Fusion of Radio and Video Localization for People Tracking, in Int. Joint Conf. on Ambient Intelligence (AMI2011), Amsterdam (Holland), 2011.
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L. Ghiani, Marcialis, G. L., and Roli, F., Fingerprint liveness detection by local phase quantization, in Pattern Recognition (ICPR), 2012 21st International Conference on, Tsukuba (Japan), 2012. (114.74 KB)
L. Ghiani, Hadid, A., Marcialis, G. L., and Roli, F., Fingerprint liveness detection using Binarized Statistical Image Features, in IEEE 6th International Conference on Biometrics: Theory, Applications, and Systems, (BTAS 2013), Washington DC (USA), 2013. (615.3 KB)
G. Giacinto, Roli, F., and Didaci, L., Fusion of multiple classifiers for intrusion detection in computer networks, Pattern Recognition Letters, vol. 24, pp. 1795-1803, 2003.
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G. L. Marcialis, Fusion of multiple classifiers for person recognition by fingerprints and faces, Cagliari (Italy), 2004.
G. L. Marcialis and Roli, F., Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss function, Pattern Recognition Letters, vol. 26, pp. 1830-1839, 2005.
G. L. Marcialis, Roli, F., and Frasconi, P., Fingerprint Classification by Combination of Flat and Structural Approaches, in 3rd International Conference on Audio- and Video- Based Biometric Person Authentication AVBPA'01, Halmstad (Sweden), 2001, vol. 2091, pp. 241-246.
G. L. Marcialis, Roli, F., and Serrau, A., Fusion of Statistical and Structural Fingerprint Classifiers, in 4th Internation Audio- and Video-Based Person Authentication, Guildford, 2003, vol. 2688, pp. 310-317.
G. L. Marcialis and Roli, F., Fusion of LDA and PCA for Face Recognition, in 8th Congress of Italian Association for Artificial Intelligence, Siena (Italy), 2002.
G. L. Marcialis and Roli, F., Fingerprint verification by decision-level fusion of optical and capacitive sensors, in International Workshop on Biometric Authentication (BioAW04), Prague (Czech Republic), 2004, vol. 3087, pp. 307-317.
G. L. Marcialis and Roli, F., Fusion of appearance-based face recognition algorithms, Pattern Analysis and Applications, vol. 7, pp. 151-163, 2004.
G. L. Marcialis, Roli, F., and Loddo, P., Fusion of Multiple Matchers for Fingerprint Verification, in 8th Congress of Italian Association for Artificial Intelligence, Siena (Italy), 2002.
G. L. Marcialis and Roli, F., Fusion of Face Recognition Algorithms for Video-Based Surveillance Systems, in Multisensor Surveillance Systems: The Fusion Perspective, G. L. Foresti; C. Varshney Kluwer Academic, 2003, pp. 235-250.
G. L. Marcialis, Lewicke, A., Tan, B., Coli, P., Congiu, A., Tidu, A., Roli, F., and Schuckers, S., First International Fingerprint Liveness Detection Competition, in 14th International Conference on Image Analysis and Processing, Vietri sul Mare (Italy), 2009.
G. L. Marcialis and Roli, F., Fingerprint verification by fusion of optical and capacitive sensors, Pattern Recognition Letters, vol. 25, pp. 1315-1322, 2004.
G. L. Marcialis and Roli, F., Fusion of PCA and LDA for Face Verification, in Post-ECCV Workshop on Biometric Authentication (BIOMET02), Copenhagen (Denmark), 2002, vol. 2359, pp. 30-37.
G. L. Marcialis, Coli, P., and Roli, F., Fingerprint Liveness Detection based on Fake Finger characteristics, International Journal of Digital Crime and Forensics, vol. 4, no. 3, 2012.
G. L. Marcialis, Roli, F., Coli, P., and Delogu, G., A Fingerprint Forensic Tool for Criminal Investigations, in Handbook of Research on Computational Forensics, Digital Crime and Investigation: Methods and Solutions, C. - T. Li IGI Press, 2010, pp. 23-52.
M. Melis, Piras, L., Biggio, B., Giacinto, G., Fumera, G., and Roli, F., Fast Image Classification with Reduced Multiclass Support Vector Machines, in 18th Int'l Conf. on Image Analysis and Processing, Genova, Italy, 2015, vol. Image Analysis and Processing (ICIAP 2015), pp. 78-88. (829.37 KB)
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I. Pillai, Fumera, G., and Roli, F., F -Measure Optimisation in Multi-label Classifiers, in 22nd IEEE International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, 2014, pp. 3452 - 3456. (287.72 KB)
I. Pillai, Fumera, G., and Roli, F., F-Measure Optimisation in Multi-label Classifiers, in 21st International Conference on Pattern Recognition, Tsukuba, Japan, 2012. (295.91 KB)
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F. Roli, Fumera, G., and Kittler, J., Fixed and Trained Combiners for Fusion of Unbalanced Pattern Classifiers, in 5th Int. Conference on Information Fusion (IF 2002), Annapolis, Mariland, USA, 2002, pp. 278-284.
F. Roli, Fusion of Multiple Classifiers, 2002.

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