Publications

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Conference Paper
Riccardo Satta, Federico Pala, Giorgio Fumera, Fabio Roli , "Real-time Appearance-based Person Re-identification over Multiple KinectTM Cameras ", 8th International Conference on Computer Vision Theory and Applications (VISAPP 2013), Barcelona, Spain, 21/02/2013.
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Luca Didaci, Giorgio Fumera, Fabio Roli , "Diversity in classifier ensembles: fertile concept or dead end?", 11th Int. Workshop on Multiple Classifier Systems, vol. 7872, Nanjing, China, Springer, 15/05/2013.
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Riccardo Satta, Giorgio Fumera, Fabio Roli , "Appearance-based People Recognition by Local Dissimilarity Representations", 14th ACM Workshop on Multimedia and Security, Coventry, United Kingdom, 06/09/2012. Abstract
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Riccardo Satta, Giorgio Fumera, Fabio Roli , "A General Method for Appearance-based People Search Based on Textual Queries", First International ECCV Workshop on Re-Identification (ReID 2012), Florence, Italy, 12/10/2012. Abstract
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Ajita Rattani, Gian Luca Marcialis, Eric Granger, Fabio Roli , "A Dual-staged Classification-Selection Approach for Automated Update of Biometric Templates", International Conference on Pattern Recognition (ICPR), Tsukuba Science City, JAPAN, 11/11/2012. Abstract
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Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli , "Evaluation of Multimodal Biometric Score Fusion Rules under Spoof Attacks", The 5th IEEE/IAPR International Conference on Biometrics (ICB), New Delhi, India, pp. 402-407, 29/03/2012. Abstract
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Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli , "Evaluation of serial and parallel multibiometric systems under spoofing attacks", IEEE 5th International Conference on Biometrics: Theory, Applications and Systems (BTAS), Washington DC, USA, 23/09/2012. Abstract
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Ignazio Pillai, Giorgio Fumera, Fabio Roli , "F-Measure Optimisation in Multi-label Classifiers", 21st International Conference on Pattern Recognition, Tsukuba, Japan, 11-15/11/2012. Abstract
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Battista Biggio, Giorgio Fumera, Fabio Roli , "Learning Sparse Kernel Machines with Biometric Similarity Functions for Identity Recognition", IEEE 5th International Conference on Biometrics: Theory, Applications and Systems (BTAS 2012), Washington DC (USA), pp. 325 -330, 2012  . Abstract
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Battista Biggio, Giorgio Fumera, Fabio Roli, Luca Didaci , "Poisoning adaptive biometric systems", 9th Int'l Workshop on Statistical Techniques in Pattern Recognition (SPR 2012), vol. 7626, pp. 417-425, 2012  .
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Riccardo Satta, Giorgio Fumera, Fabio Roli, Marco Cristani, Vittorio Murino , "A Multiple Component Matching Framework for Person Re-Identification", 16th Int. Conf. on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, 14/09/2011. Abstract
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Ignazio Pillai, Giorgio Fumera, Fabio Roli , "A Classification Approach with a Reject Option for Multi-label Problems", 16th Int. Conf. on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, 14/09/2011. Abstract
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Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli , "Bagging classifiers for fighting poisoning attacks in adversarial classification tasks", Multiple Classifier Systems (MCS 2011), vol. 6713: Springer-Verlag, pp. 350-359, 2011  .
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Ignazio Pillai, Giorgio Fumera, Fabio Roli , "Classifier Selection Approaches for Multi-label Problems", 10th Int. Workshop on Multiple Classifier Systems (MCS 2011), Naples, Springer, 15/06/2011. Abstract
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Murali Mohan Chakka, André Anjos, Sebastien Marcel, Roberto Tronci, Daniele Muntoni, Gianluca Fadda, Maurizio Pili, Nicola Sirena, Gabriele Murgia, Marco Ristori, Fabio Roli, et al., "Competition on Counter Measures to 2-D Facial Spoofing Attacks", International Joint Conference on Biometrics (IJCB 2011): IEEE Computer Society, 2011  .
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Battista Biggio, Giorgio Fumera, Fabio Roli , "Design of Robust Classifiers for Adversarial Environments", Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on, Anchorage, Alaska, USA, pp. 977--982, October.
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Ignazio Pillai, Riccardo Satta, Giorgio Fumera, Fabio Roli , "Exploiting Depth Information for Indoor-Outdoor Scene Classification", 16th Int. Conf. on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, 14/09/2011. Abstract
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Riccardo Satta, Giorgio Fumera, Fabio Roli , "Exploiting Dissimilarity Representations for Person Re-Identification", 1st International Workshop on Similarity-Based Pattern Analysis and Recognition (SIMBAD 2011), Venice, Italy, 28/09/2011. Abstract
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Roberto Tronci, Daniele Muntoni, Gianluca Fadda, Maurizio Pili, Nicola Sirena, Gabriele Murgia, Marco Ristori, Fabio Roli , "Fusion of multiple clues for photo-attack detection in face recognition systems", International Joint Conference on Biometrics (IJCB 2011), IEEE Computer Society (2011), 2011  . Abstract
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Davide Ariu, Giorgio Giacinto, Fabio Roli , "Machine Learning in Computer Forensics (and the Lessons Learned from Machine Learning in Computer Security)", AISec 2011: 4th ACM Workshop on Artificial Intelligence and Security, Chicago, IL, USA, 21/10/2011. Abstract
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Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli , "Robustness analysis of likelihood ratio score fusion rule for multi-modal biometric systems under spoof attacks", 45th IEEE International Carnahan Conference on Security Technology (ICCST), Barcelona, Spain, pp. 237-244, 18/10/2011. Abstract
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Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli , "Robustness of multi-modal biometric verification systems under realistic spoofing attacks", International Joint Conference on Biometrics (IJCB 2011), Washington DC, USA, October. Abstract
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Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli , "Robustness Evaluation of Biometric Systems under Spoof Attacks", 16th Int. Conference on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, pp. 159-168, 14/09/2011. Abstract
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli , "Self Adaptive Systems: An Experimental Analysis of the Performance Over Time", In Proc. of IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM'11) - A Special Session on Adaptive Biometric Systems, pp. 36 - 43, 2011  .
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli , "Temporal Analysis of Biometric Template Update Procedures in Uncontrolled Environment", International Conference on Image Analysis and Processing (ICIAP'11), Ravenna, Italy, 2011  .
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