Publications

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A
M. A. A. Dewan, Granger, E., Marcialis, G. L., Sabourin, R., and Roli, F., “Adaptive Appearance Model Tracking for Still-to-Video Face Recognition”, Pattern Recognition, vol. 49, no. 1, 2016. (6.51 MB)
F. Roli, Didaci, L., and Marcialis, G. L., “Adaptive biometric systems that can improve with use”, in Advances in Biometrics: Sensors, Systems and Algorithms, R. ;V. N. Govindaraju Springer, 2008, pp. 447-471.
C. Pagano, Granger, E., Sabourin, R., Marcialis, G. L., and Roli, F., “Adaptive Classification for Person Re-Identification Driven by Change Detection”, in 3rd Int. Conf. on Pattern Recognition Applications and Methods (ICPRAM 2014), 2014. (316.11 KB)
C. Pagano, Granger, E., Sabourin, R., Marcialis, G. L., and Roli, F., “Adaptive Ensembles for Face Recognition in Changing Video Surveillance Environments”, Information Sciences, vol. 206, 2014. (3.17 MB)
L. Didaci, Marcialis, G. L., and Roli, F., “Adaptive Multibiometric Systems”, in Multibiometrics for Human Identification, B. Bhanu and Govindaraju, V. Cambridge University Press, 2011.
A. Rattani, Marcialis, G. L., and Roli, F., “Adaptive Multibiometric Systems: Conceptual Representation and Performance Evaluation Over Time”, in Handbook on Multibiometrics Systems: Modern Approach to Identity Verification, D. Ranjan Kisku, Gupta, P., and Tistarelli, M. VDM - Lambert Academic Publishing, 2012, pp. 120 -143.
F. Roli, Marcialis, G. L., and Coli, P., “An advanced image processing tool for latent fingerprint analysis and liveness assessment”. 2010.
P. Coli, Marcialis, G. L., and Roli, F., “Analysis and selection of features for the fingerprint vitality detection”, in Joint IAPR Int. Workshop. on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR06, 2006, vol. 4109, pp. 907-915.
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.
L. Didaci, Marcialis, G. L., and Roli, F., “Analysis of unsupervised template update in biometric recognition systems”, Pattern Recognition Letters, vol. 37, no. 1, 2014. (1.37 MB)
G. L. Marcialis, Fumera, G., and Biggio, B., “Anti-spoofing: Multimodal”, in Encyclopedia of Biometrics, S. Z. Li and Jain, A. K. Springer US, 2014, pp. 1-4.
B
A. Rattani, Marcialis, G. L., and Roli, F., “Biometric System Adaptation by Self-update and Graph-based techniques”, Journal of Visual Languages and Computing, Elsevier, 2013.
G. L. Marcialis, Rattani, A., and Roli, F., “Biometric template update: an experimental investigation on the relationship between update errors and performance degradation in face verification”, in Joint IAPR Int. Workshop on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR08, Orlando (Florida, USA), 2008.
A. Rattani, Marcialis, G. L., and Roli, F., “Biometric template update using the graph mincut: a case study in face verification”, in 6th IEEE Biometric Symposium, Tampa, Florida, USA, 2008.
A. Rattani, Marcialis, G. L., and Roli, F., “Boosting Gallery Representativeness by Co-updating Face and Fingerprint Verification Systems”. 2008.
C
A. Rattani, Marcialis, G. L., and Roli, F., “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, pp. 1-6.
P. Tuveri, Mura, V., Marcialis, G. L., and Roli, F., “A classification-selection approach for self updating of face verification systems under stringent storage and computational requirements”, in 18th IAPR Int. Conf. on Image Analysis and Processing (ICIAP), 2015, vol. 9280, pp. 540-550. (408.79 KB)
Y. Yao, Marcialis, G. L., Pontil, M., Frasconi, P., and Roli, F., “Combining Flat and Structural Representations for Fingerprint Classification with Recursive Neural Networks and Support Vector Machine”, Pattern Recognition, vol. 36, pp. 397-406, 2003.
Y. Guan, Wei, X., Li, C. - T., Marcialis, G. L., Roli, F., and Tistarelli, M., “Combining Gait and Face for Tackling the Elapsed Time Challenges”, in IEEE 6th International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2013), Washington DC (USA), 2013, pp. 1-8. (663.7 KB)
M. A. A. Dewan, Granger, E., Sabourin, R., Roli, F., and Marcialis, G. L., “A comparison of adaptive appearance methods for tracking faces in video surveillance”, in 5th International Conference on Imaging for Crime Detection and Prevention (ICDP-13), 2013.
F. Alonso, Roli, F., Marcialis, G. L., Fierrez, J., and Ortega, J., “Comparison of fingerprint quality measures using an optical and a capacitive sensor”, in IEEE Conference on Biometrics: Theory, Applications and Systems (BTAS07), Washington DC (USA), 2007, pp. 1-6.
L. Kuncheva, Roli, F., Marcialis, G. L., and Shipp, C., “Complexity of Data Subsets Generated by the Random Subspace Method: an Experimental Investigation”, in 2nd International Workshop on Multiple Classifier Systems (MCS 2001), 2001, vol. 2096, pp. 349-358.
D
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.
A. Rattani, Marcialis, G. L., Granger, E., and Roli, F., “A Dual-staged Classification-Selection Approach for Automated Update of Biometric Templates”, in International Conference on Pattern Recognition (ICPR), Tsukuba Science City, JAPAN, 2012.
C. Pagano, Granger, E., Sabourin, R., Marcialis, G. L., and Roli, F., “Dynamic weighted fusion of adaptive classifier ensembles based on changing data streams, In: Gayar N.E., Schwenker F., Suen C.Y, , , pp”, in 6th IAPR TC3 International Workshop on Artificial Neural Networks for Pattern Recognition (ANNPR 2014), 2014, vol. Springer LNAI 8774, pp. 105-116. (1.89 MB)

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