Publications

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Conference Paper
L. Ghiani, Marcialis, G. L., e Roli, F., «Experimental results on the feature-level fusion of multiple fingerprint liveness detection algorithms», in Proceedings of the on Multimedia and security, Coventry (UK), 2012. (940.07 KB)
M. Melis, Maiorca, D., Biggio, B., Giacinto, G., e Roli, F., «Explaining Black-box Android Malware Detection», in 26th European Signal Processing Conference (EUSIPCO '18), In Press. (400.96 KB)
I. Pillai, Satta, R., Fumera, G., e Roli, F., «Exploiting Depth Information for Indoor-Outdoor Scene Classification», in 16th Int. Conf. on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, 2011. (1.23 MB)
R. Satta, Fumera, G., e Roli, F., «Exploiting Dissimilarity Representations for Person Re-Identification», in 1st International Workshop on Similarity-Based Pattern Analysis and Recognition (SIMBAD 2011), Venice, Italy, 2011. (686.41 KB)
G. Fadda, Marcialis, G. L., Roli, F., e Ghiani, L., «Exploiting the Golden Ratio on Human Faces for Head-Pose Estimation», in IAPR 17th Int. Conf. on Image Analysis and Processing (ICIAP 2013), Napoli (Italy), 2013, vol Springer LNCS 8156, pagg 280-289. (546.25 KB)
I. Pillai, Fumera, G., e Roli, F., «F -Measure Optimisation in Multi-label Classifiers», in 22nd IEEE International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, 2014, pagg 3452 - 3456. (287.72 KB)
R. Satta, Fumera, G., e Roli, F., «Fast Appearance-based Person Re-identification and Retrieval Using Dissimilarity Representations», in Convegno Gruppo Italiano Ricercatori in Pattern Recognition (GIRPR), 2012. (945.6 KB)
M. Melis, Piras, L., Biggio, B., Giacinto, G., Fumera, G., e 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), pagg 78-88. (829.37 KB)
H. Xiao, Biggio, B., Brown, G., Fumera, G., Eckert, C., e Roli, F., «Is Feature Selection Secure against Training Data Poisoning?», in 32nd Int'l Conf. on Machine Learning (ICML) - JMLR W&CP, 2015, vol 32, pagg 1689-1698. (1.54 MB)
G. L. Marcialis, Roli, F., e 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, pagg 241-246.
L. Ghiani, Marcialis, G. L., e 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., e 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. L. Marcialis e 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, pagg 307-317.
G. L. Marcialis, Lewicke, A., Tan, B., Coli, P., Congiu, A., Tidu, A., Roli, F., e Schuckers, S., «First International Fingerprint Liveness Detection Competition», in 14th International Conference on Image Analysis and Processing, Vietri sul Mare (Italy), 2009.
F. Roli, Fumera, G., e 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, pagg 278-284.
I. Pillai, Fumera, G., e Roli, F., «F-Measure Optimisation in Multi-label Classifiers», in 21st International Conference on Pattern Recognition, Tsukuba, Japan, 2012. (295.91 KB)
G. L. Marcialis e Roli, F., «Fusion of LDA and PCA for Face Recognition», in 8th Congress of Italian Association for Artificial Intelligence, Siena (Italy), 2002.
R. Tronci, Muntoni, D., Fadda, G., Pili, M., Sirena, N., Murgia, G., Ristori, M., e Roli, F., «Fusion of multiple clues for photo-attack detection in face recognition systems», in International Joint Conference on Biometrics (IJCB 2011), IEEE Computer Society (2011), 2011.
G. L. Marcialis, Roli, F., e Loddo, P., «Fusion of Multiple Matchers for Fingerprint Verification», in 8th Congress of Italian Association for Artificial Intelligence, Siena (Italy), 2002.
G. L. Marcialis e Roli, F., «Fusion of PCA and LDA for Face Verification», in Post-ECCV Workshop on Biometric Authentication (BIOMET02), Copenhagen (Denmark), 2002, vol 2359, pagg 30-37.
M. Dibitonto, Buonaiuto, A., Marcialis, G. L., Muntoni, D., Medaglia, C. Maria, e Roli, F., «Fusion of Radio and Video Localization for People Tracking», in Int. Joint Conf. on Ambient Intelligence (AMI2011), Amsterdam (Holland), 2011.
G. L. Marcialis, Roli, F., e Serrau, A., «Fusion of Statistical and Structural Fingerprint Classifiers», in 4th Internation Audio- and Video-Based Person Authentication, Guildford, 2003, vol 2688, pagg 310-317.
R. Satta, Fumera, G., e Roli, F., «A General Method for Appearance-based People Search Based on Textual Queries», in First International ECCV Workshop on Re-Identification (ReID 2012), Florence, Italy, 2012. (434.27 KB)
G. L. Marcialis e 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, pagg 364-373.
B. Biggio, Fumera, G., Pillai, I., e Roli, F., «Image Spam Filtering by Content Obscuring Detection», in Fourth Conference on Email and Anti-Spam (CEAS 2007), Microsoft Research Silicon Valley, Mountain View, California, 2007. (486.14 KB)

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