Publications

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2007
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.
P. Coli, Marcialis, G. L., and Roli, F., “Power spectrum-based fingerprint vitality detection”, in IEEE Workshop on Automatic Identification Advanced Technologies AutoID 2007, 2007, pp. 169-173.
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., “Serial fusion of fingerprint and face matchers”, in 7th Int. Workshop on Multiple Classifiers Systems MCS07, Prague (Czech Republic), 2007, vol. 4472.
F. Roli, Didaci, L., and Marcialis, G. L., “Template co-update in multimodal biometric systems”, in 2nd International Conference on Biometrics ICB 2007, Seoul (South Korea), 2007, vol. 4642, pp. 1194-1202.
P. Coli, Marcialis, G. L., and Roli, F., “Vitality detection from fingerprint images: a critical survey”, in 2nd International Conference on Biometrics ICB 2007, Seoul (South Korea), 2007, vol. 4642, pp. 722-731.
2006
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 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.
F. Roli and Marcialis, G. L., “Semi-supervised PCA-based face recognition using self-training”, in Joint IAPR Int. Workshop. on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR06, Hong Kong (China), 2006, vol. 4109.
L. Didaci, Marcialis, G. L., and Roli, F., “Semi-supervised techniques for improving the performance of multiple classifier systems and personal recognition systems using biometric traits”, in Italian Conference on Intelligent Systems (CISI06), Ancona (Italy), 2006.
2005
A. Serrau, Marcialis, G. L., Bunke, H., and Roli, F., “An Experimental Comparison of Fingerprint Classification Methods Using Graphs”, in 5th IAPR-TC15 Workshop on Graph-based, Poitiers, 2005, L. Brun and M. Vento., vol. 3434, pp. 281-290.
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.
L. Didaci, Giacinto, G., Roli, F., and Marcialis, G. L., “A study on the performances of Dynamic Classifier Selection based on Local Accuracy Estimation”, Pattern Recognition, vol. 38, pp. 2188-2191, 2005.
2004
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., “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 appearance-based face recognition algorithms”, Pattern Analysis and Applications, vol. 7, pp. 151-163, 2004.
G. L. Marcialis, “Fusion of multiple classifiers for person recognition by fingerprints and faces”, Cagliari (Italy), 2004.
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.
2003
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.
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 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, 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., “Perceptron-based fusion of multiple fingerprint matchers”, in First International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR03), Firenze (Italy), 2003, pp. 92-99.
2002
F. Roli, Raudys, S., and Marcialis, G. L., “An experimental comparison of fixed and trained fusion rules for crisp classifiers outputs”, in 3rd International Workshop on Multiple Classifiers Systems (MCS02), Cagliari (Italy), 2002, vol. 2364, pp. 232-241.
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.

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