Ricerca
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E’ coordinatore della Divisione Biometria del Pattern Recognition and Applications Laboratory (PRA Lab) diretto dal Prof. Fabio Roli. L’attività di ricerca è incentrata sulle tecnologie biometriche per la sicurezza informatica. In particolare si occupa di classificazione e verifica di impronte digitali e volti, rilevazione di contraffazioni e sistemi multimodali. Ha al suo attivo oltre ottanta pubblicazioni fra riviste, atti di conferenze e congressi, capitoli di libro, tutte di impatto internazionale.
E’ revisore di progetti, riviste e conferenze internazionali.
E’ team leader e responsabile di progetti di ricerca internazionali pubblici (FP-European Union) e privati (Crossmatch) nonché progetti nazionali (PRIN, RAS) e locali (“Giovani Ricercatori”) e di collaborazione con il RaCIS di Cagliari.
L’elenco completo delle sue pubblicazioni, delle tesi di laurea e dottorato delle quali è stato co-relatore è nel suo curriculum_vitae e nella pagina personale del sito PRA Lab.
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He is team leader of the Biometric Unit of the Pattern Recognition and Applications Laboratory (PRA Lab) leaded by Prof. Fabio Roli. His research activity is focused on the biometric Technologies for information security. In particular, identification, verification and vulnerability analysis of fingerprint and face, multi-modal biometric systems. He has co-authored more than one hundred of publications in journal, conference proceedings and books chapters. He also co-authored the voice “Antispoofing: Multimodal” in the last edition of Encyclopedia of Biometrics.
He acts as referee for international projects, journals and conferences.
He is in charge of national and international research projects.
The complete publication list and activities is in his curriculum_vitae and in his personal webpage in the PRA Lab website.
UNICA IRIS Institutional Research Information System
IRIS è il sistema di gestione integrata dei dati della ricerca (persone, progetti, pubblicazioni, attività) adottato dall'Università degli Studi di Cagliari dal mese di luglio 2015.
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| Experimental results on palmvein-based personal recognition by multi-snapshot fusion of textural features | In stampa | Abukmeil, Mohanad; Marcialis, Gian Luca | INTERNATIONAL JOURNAL OF BIOMETRICS | |
| A novel classification-selection approach for the self updating of template-based face recognition systems | 2020 | Orrù, Giulia; Marcialis, Gian Luca; Roli, Fabio | PATTERN RECOGNITION | |
| Development of a Matlab Code for the Evaluation of Spray Distribution with Water-Sensitive Paper | 2020 | Ghiani, L.; Sassu, A.; Piccirilli, D.; Marcialis, G. L.; Gambella, F. | Springer | |
| Interoperability among capture devices for fingerprint presentation attacks detection | 2019 | Tuveri, Pierliugi; Ghiani, L.; Zurutuza, Mikel; Mura, V.; Marcialis, G. L. | Springer London | |
| Review of fingerprint presentation attack detection competitions | 2019 | Yambay, David; Ghiani, Luca; Marcialis, Gian Luca; Roli, Fabio; Schuckers, Stephanie | ADVANCES IN COMPUTER VISION AND PATTERN RECOGNITION | Springer London |
| Robustness of functional connectivity metrics for EEG-based personal identification over task-induced intra-class and inter-class variations | 2019 | Fraschini, Matteo; Pani, SARA MARIA; Didaci, Luca; Luca Marcialis, Gian | PATTERN RECOGNITION LETTERS | |
| Palmprint recognition with an efficient data driven ensemble classifier | 2019 | Rida, Imad; Herault, Romain; Marcialis, Gian Luca; Gasso, Gilles | PATTERN RECOGNITION LETTERS | |
| Personal Identity Verification by EEG-Based Network Representation on a Portable Device | 2019 | Orru, G.; Garau, M.; Fraschini, M.; Acedo, J.; Didaci, L.; Ibanez, D.; Soria-Frish, A.; Marcialis..., G. L. | Springer Verlag | |
| LivDet in Action - Fingerprint Liveness Detection Competition 2019 | 2019 | Orru, G.; Casula, R.; Tuveri, P.; Bazzoni, C.; Dessalvi, G.; Micheletto, M.; Ghiani, L.; Marciali...s, G. L. | Institute of Electrical and Electronics Engineers Inc. | |
| Analysis of “User-Specific Effect” and Impact of Operator Skills on Fingerprint PAD Systems | 2019 | Orru', G.; Tuveri, P.; Ghiani, L.; Marcialis, G. L. | Springer Verlag | |
| A Multidisciplinary Approach for the Development of Smart Distribution Networks | 2018 | Ghiani, Emilio; Serpi, Alessandro; Pilloni, Virginia; Sias, Giuliana; Simone, Marco; Marcialis, G...IAN LUCA; Armano, Giuliano; Pegoraro, PAOLO ATTILIO | ENERGIES | |
| A Look At Non-Cooperative Presentation Attacks in Fingerprint Systems | 2018 | Marasco, Emanuela; Cando, Stefany; Tang, Larry; Ghiani, Luca; Marcialis, GIAN LUCA | IEEE | |
| An experimental investigation on self adaptive facial recognition algorithms using a long time span data set | 2018 | Orru', Giulia; Marcialis, GIAN LUCA; Roli, Fabio | IEEE | |
| An overview of palmvein biometrics | 2018 | Abukmeil, Mohanad; Marcialis, Gian Luca; Marcel, Sebastien | IET | |
| A multiple classifiers-based approach to palmvein identification | 2018 | Micheletto, Marco; Orru', Giulia; Imad, Rida; Ghiani, Luca; Marcialis, GIAN LUCA | IEEE | |
| International Fingerprint Liveness Detection Competition | 2018 | Marcialis, GIAN LUCA | COMPUTER VISION NEWS | |
| LivDet 2017 fingerprint liveness detection competition 2017 | 2018 | Mura, V.; Orru, G.; Casula, R.; Sibiriu, A.; Loi, G.; Tuveri, P.; Ghiani, L.; Marcialis, G. L. | Institute of Electrical and Electronics Engineers Inc. | |
| Fingerprint Presentation Attacks Detection based on the User-Specific Effect | 2017 | Ghiani, Luca; Marcialis, GIAN LUCA; Roli, Fabio | IEEE | |
| Improved Model-Free Gait Recognition Based on Human Body Part | 2017 | Rida, Imad; Al Maadeed, Noor; Marcialis, Gian Luca; Bouridane, Ahmed; Herault, Romain; Gasso, Gilles | Springer | |
| Remote biometric verication for eLearning applications: where we are | 2017 | Pietro Sanna; Gian Luca Marcialis | ||
| On the interoperability of capture devices in fingerprint presentation attacks detection | 2017 | Luca Ghiani; Valerio Mura; Pierluigi Tuveri; Gian Luca Marcialis | ||
| Statistical meta-analysis of presentation attacks for secure multibiometric systems | 2017 | Biggio, B; Fumera, G; Marcialis, GL; Roli, F | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | |
| Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015 | 2017 | Ghiani, L; Yambay, DA; Mura, V; Marcialis, GL; Roli, F; Schuckers, SA | IMAGE AND VISION COMPUTING | |
| Fingerprint liveness detection using local texture features | 2017 | Ghiani, L; Hadid, A; Marcialis, GL; Roli, F | IET BIOMETRICS | |
| Incremental Support Vector Machine for self-updating Fingerprint Presentation Attack Detection systems | 2017 | Pierluigi Tuveri; Mikel Zurutuza; Gian Luca Marcialis | Springer | |
| Human body part selection by group lasso of motion for model-free gait recognition | 2016 | Rida, Imad; Jiang, Xudong; Marcialis, Gian Luca | IEEE SIGNAL PROCESSING LETTERS | |
| Minimum spanning tree and k-core decomposition as measure of subject-specific EEG traits | 2016 | Crobe, Alessandra; Demuru, Matteo; Didaci, Luca; Marcialis, GIAN LUCA; Fraschini, Matteo | BIOMEDICAL PHYSICS & ENGINEERING EXPRESS | |
| User-specific effects in Fingerprint Presentation Attacks Detection: Insights for future research | 2016 | Ghiani L; Marcialis GL; Roli F; Tuveri P | Institute of Electrical and Electronics Engineers Inc. | |
| Experimental results on multi-modal fusion of EEG-based personal verification algorithms | 2016 | Garau, Marco; Fraschini, Matteo; Didaci, Luca; Marcialis, Gian Luca | ||
| On combining edge detection methods for improving BSIF based facial recognition performances | 2016 | TUVERI, PIERLUIGI; GHIANI, LUCA; ABUKMEIL, MOHANAD A. M.; MARCIALIS, GIAN LUCA | LECTURE NOTES IN COMPUTER SCIENCE | Springer Verlag |
| Adaptive appearance model tracking for still-to-video face recognition | 2016 | Dewan, M; Granger, E; Marcialis, Gian Luca; Sabourin, R; Roli, Fabio | PATTERN RECOGNITION | |
| Anti-spoofing: Multimodal | 2015 | Marcialis G; Biggio B; Fumera G | Springer US | |
| LivDet 2015 fingerprint liveness detection competition 2015 | 2015 | Mura, Valerio; Ghiani, Luca; Marcialis, Gian Luca; Roli, Fabio; Yambay, David A.; Schuckers, Step...hanie A. | Institute of Electrical and Electronics Engineers Inc. | |
| A classification-selection approach for self updating of face verification systems under stringent storage and computational requirements | 2015 | Tuveri, Pierluigi; Mura, Valerio; Marcialis, Gian Luca; Roli, Fabio | LECTURE NOTES IN COMPUTER SCIENCE | Springer Verlag |
| Video face recognition from a single still image using an adaptive appearance model tracker | 2015 | Dewan, M. A. A.; Granger, E.; Sabourin, R; Marcialis, G.L.; Roli, F. | IEEE, IEEE Computational Intelligence Soc, IEEE BigData | |
| Improved human gait recognition | 2015 | Rida, Imad; Bouridane, Ahmed; Marcialis, Gian Luca; Tuveri, Pierluigi | LECTURE NOTES IN COMPUTER SCIENCE | Springer Verlag |
| An EEG-based biometric system using eigenvector centrality in resting state brain networks | 2015 | Fraschini, Matteo; Hillebrand, A; Demuru, Matteo; Didaci, Luca; Marcialis, Gian Luca | IEEE SIGNAL PROCESSING LETTERS | |
| Context-Sensitive Self-Updating for Adaptive Face Recognition | 2015 | Pagano, C.; Granger, E.; Sabourin, R.; Tuveri, Pierluigi; Marcialis, GIAN LUCA; Roli, Fabio | Springer | |
| Analysis of unsupervised template update in biometric recognition systems | 2014 | Didaci, Luca; Marcialis, Gian Luca; Roli, Fabio | PATTERN RECOGNITION LETTERS | |
| Adaptive ensembles for face recognition in changing video surveillance environments | 2014 | Pagano C; Granger E; Sabourin R; Marcialis GL; Roli F | INFORMATION SCIENCES | |
| Message from the chairperson | 2014 | Jain A; Tistarelli M; Campisi P; Piuri V; Maiorana E; Scotti F; Marcialis G; De Marsico M; De Vic...o Fallani F; Colonnese S; La Rocca D | IEEE | |
| Adaptive Classification for Person Re-Identification Driven by Change Detection | 2014 | Pagano, C; Granger, E; Sabourin, R; Marcialis, Gian Luca; Roli, Fabio | SciTePress | |
| Multimodal Anti-spoofing in Biometric Recognition Systems | 2014 | Fumera G; Marcialis G; Biggio B; Roli F; Schuckers S | ADVANCES IN COMPUTER VISION AND PATTERN RECOGNITION | Springer-Verlag London Ltd |
| Efficient Adaptive Face Recognition Systems Based on Capture Conditions | 2014 | Pagano, C; Granger, E; Sabourin, R; Rattani, A; Marcialis, Gian Luca; Roli, Fabio | IEEE-XPLORE | |
| Toward an attack-sensitive tamper-resistant biometric recognition with a symmetric matcher: A fingerprint case study | 2014 | Wong R; Poh N; Marcialis G | ||
| Dynamic weighted fusion of adaptive classifier ensembles based on changing data streams | 2014 | Pagano C; Granger E; Sabourin R; Marcialis G; Roli F | LECTURE NOTES IN COMPUTER SCIENCE | Springer Verlag |
| A novel method for head pose estimation based on the "Vitruvian Man" | 2014 | Marcialis G; Roli F; Fadda G | INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS | |
| Exploiting the golden ratio on human faces for head-pose estimation | 2013 | Fadda G L; Marcialis G L; Roli F; Ghiani L | LECTURE NOTES IN COMPUTER SCIENCE | Springer Berlin Heidelberg |
| A multi-modal dataset, protocol and tools for adaptive biometric systems: A benchmarking study | 2013 | Rattani A; Marcialis GL; Roli F | INTERNATIONAL JOURNAL OF BIOMETRICS | |
| Estimating the serial combination's performance from that of individual base classifiers | 2013 | Marcialis G; Didaci L; Roli F | LECTURE NOTES IN COMPUTER SCIENCE | Springer Berlin Heidelberg |
