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V. Mura, Yambay, D., Ghiani, L., Marcialis, G. L., Schuckers, S., and Roli, F., LivDet 2015 – Fingerprint Liveness Detection Competition 2015, in 7th IEEE Int. Conference on Biometrics: Technology, Applications and Systems (BTAS 2015), 2015. (178.26 KB)
L. Muñoz-González, Biggio, B., Demontis, A., Paudice, A., Wongrassamee, V., Lupu, E. C., and Roli, F., Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization, in 10th ACM Workshop on Artificial Intelligence and Security, 2017, pp. 27-38.
A. Montali, Giacinto, G., Migliaccio, M., and Gambardella, A., Supervised Pattern Classification Techniques for Oil Spill Classification in SAR Images: Preliminary Results, in SEASAR2006 Workshop, ESA-ESRIN, Frascati, Italy, 2006, pp. 23-26.
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)
M. Melis, Demontis, A., Biggio, B., Brown, G., Fumera, G., and Roli, F., Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid, in ICCV 2017 Workshop on Vision in Practice on Autonomous Robots (ViPAR), Venice, Italy, 2017, vol. 2017 IEEE International Conference on Computer Vision Workshops (ICCVW), pp. 751-759. (3.16 MB)
M. Melis, Maiorca, D., Biggio, B., Giacinto, G., and Roli, F., Explaining Black-box Android Malware Detection, in 26th European Signal Processing Conference (EUSIPCO '18), Rome, Italy, 2018, pp. 524-528. (431.78 KB)
M. Mauri, Mulas, A., and Ariu, D., The Dark Side of Open Data, 2nd International Workshop on Knowledge Discovery on the WEB (KDWEB). Cagliari, 2016. (124.62 KB) (1.33 MB)
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, Didaci, L., and Roli, F., Estimating the serial combination's performance from that of individual base classifiers, in IAPR 17th Int. Conf. on Image Analysis and Processing (ICIAP 2013), 2013, vol. Springer LNCS 8156, pp. 622-631. (210.77 KB)
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 and Roli, F., Score-level fusion of fingerprint and face matchers for personal verification under “stress” conditions, in 14th IEEE International Conference on Image Analysis and Processing ICIAP 2007, 2007.
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, Roli, F., and Tidu, A., Analysis of Fingerprint Pores for Vitality Detection, in Pattern Recognition (ICPR), 2010 20th International Conference on, Instanbul (Turkey), 2010.
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 and Roli, F., Experimental results on fusion of multiple fingerprint matchers, in 4th International Conference on Audio- and Video-based Person Authentication (AVBPA03), Guildford (U.K.), 2003, vol. 2688, pp. 814-820.
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 and Roli, F., Decision-level fusion of PCA and LDA-based face recognition algorithms, International Journal of Image and Graphics, vol. 6, pp. 293-311, 2006.
G. L. Marcialis and Roli, F., Serial fusion of fingerprint and face matchers, in 7th Int. Workshop on Multiple Classifiers Systems MCS07, Prague (Czech Republic), 2007, vol. 4472.
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, Mastinu, P., and Roli, F., Serial fusion of multi-modal biometric systems, in Biometric Measurements and Systems for Security and Medical Applications (BIOMS), 2010 IEEE Workshop on, Taranto (Italy), 2010.
G. L. Marcialis, Roli, F., and Serrau, A., Graph-Based and Structural Methods for Fingerprint Classification, in Applied Graph Theory in Computer Vision and Pattern Recognition, A. Kandel, Bunke, H., and Last, M. Springer, 2007, pp. 205-226.
G. L. Marcialis and Roli, F., High security fingerprint verification by perceptron-based fusion of multiple matchers, in 5th International Workshop on Multiple Classifiers Systems (MCS04), Cagliari (Italy), 2004, vol. 3077, pp. 364-373.
G. L. Marcialis, Roli, F., and Schuckers, S., Liveness Detection Competition 2009, Biometric Technology Today, vol. 17, no. 3, 2009.
G. L. Marcialis, Roli, F., and Didaci, L., Personal identity verification by serial fusion of fingerprint and face matchers, Pattern Recognition, vol. 42, pp. 2807-2817, 2009.
G. L. Marcialis, Roli, F., Andronico, P., Multineddu, P., Coli, P., and Delogu, G., Video Biometric Surveillance and Forensic Image Analysis, in First Workshop on Video Surveillance projects in Italy (VISIT 2008), Modena (Italy), 2008.

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