Davide Maltoni is a Full Professor at University of Bologna (DISI - Dept. of Computer Science and Enginnering), and Chair of DISI Unit in Cesena.
He teaches Machine Learning and Computer Architectures at University of Bologna, Cesena.
His research interests are in the areas of Pattern Recognition, Machine Learning, Computer Vision and Computational Neuroscience. Please refer to the tab Research for a selection of papers in the different areas.
Most of his applied research is in the field of Biometric Systems (fingerprint recognition, face recognition, hand recognition, performance evaluation of biometric systems). Davide Maltoni is co-founder and co-director of the Biometric Systems Laboratory (BioLab), which is internationally known for its research and publications in the field. Davide Maltoni (together with other BioLab member):
- (1997) proposed the first direct gray-scale minutiae detection approach;
- (2000) developed SFinGe, an effective method for generating realistic synthetic fingerprint databases, nowadays largely used for performance evaluation of biometric systems;
- (2000-2006) organized four International Competitions for Fingerprint Verification Algorithms (FVC2000, FVC2002, FVC2004 and FVC2006). FVC databases are nowadays the most widely adopted benchmark for fingerprint recognition;
- (2002) published the first fingerprint classification algorithm able to meet the FBI fingerprint classification requirements;
- (2009) proposed Minutiae Cylinder Code (MCC), a recognized state-of-the-art fingerprint matcher capable of performing more than 40 million comparisons per second on a single PC (CPU+GPU);
- (2010) launched FVC-onGoing a web-platform for evaluation of biometric recognition algorithms with more than 1K registered participants and 5K submitted algorithms;
- (2014) first demonstrated the feasibility of enrolling double-identity face biometrics in electronic documents (morphing attack).
Davide Maltoni is co-author of the monography Handbook of Fingerprint Recognition whose second edition was published by Springer in 2009. The book received the PSP award from the Association of American Publishers. At May 2017 the book has been cited more than 4000 times.
Davide Maltoni coordinated University of Bologna unit in BioSec EU Project (FP6), Fidelity EU Project (FP7) and Ingress EU Project (FP7), with a total funding of about 1.4 M€.
He holds three patents on Fingerprint Recognition, one patent on Videosurveillance and one patent on Augmented Reality.
Davide Maltoni served as Associate Editor for the international journals: Pattern Recognition, IEEE Transactions on Information Forensic and Security and IEEE Transactions on Pattern Analysis Machine Intelligence.
He has been elected IAPR (International Association for Pattern Recognition) Fellow 2010.