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 | |
| 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 |
| Palmprint recognition with an efficient data driven ensemble classifier | 2019 | Rida, Imad; Herault, Romain; Marcialis, Gian Luca; Gasso, Gilles | PATTERN RECOGNITION LETTERS | |
| Interoperability among capture devices for fingerprint presentation attacks detection | 2019 | Tuveri, Pierliugi; Ghiani, L.; Zurutuza, Mikel; Mura, V.; Marcialis, G. L. | 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 | |
| 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 | |
| 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 | |
| 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. | |
| 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 | |
| International Fingerprint Liveness Detection Competition | 2018 | Marcialis, GIAN LUCA | COMPUTER VISION NEWS | |
| A Look At Non-Cooperative Presentation Attacks in Fingerprint Systems | 2018 | Marasco, Emanuela; Cando, Stefany; Tang, Larry; Ghiani, Luca; Marcialis, GIAN LUCA | IEEE | |
| An overview of palmvein biometrics | 2018 | Abukmeil, Mohanad; Marcialis, Gian Luca; Marcel, Sebastien | IET | |
| 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 | |
| A multiple classifiers-based approach to palmvein identification | 2018 | Micheletto, Marco; Orru', Giulia; Imad, Rida; Ghiani, Luca; Marcialis, GIAN LUCA | IEEE | |
| 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. | |
| Incremental Support Vector Machine for self-updating Fingerprint Presentation Attack Detection systems | 2017 | Pierluigi Tuveri; Mikel Zurutuza; Gian Luca Marcialis | Springer | |
| Fingerprint liveness detection using local texture features | 2017 | Ghiani, L; Hadid, A; Marcialis, GL; Roli, F | IET BIOMETRICS | |
| 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 | |
| On the interoperability of capture devices in fingerprint presentation attacks detection | 2017 | Ghiani, Luca; Mura, Valerio; Tuveri, Pierluigi; Marcialis, Gian Luca | ||
| Remote biometric verication for eLearning applications: where we are | 2017 | Pietro, Sanna; Marcialis, Gian Luca | ||
| 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 | |
| User-specific effects in Fingerprint Presentation Attacks Detection: Insights for future research | 2016 | Ghiani, Luca; Marcialis, Gian Luca; Roli, Fabio; Tuveri, Pierluigi | IEEE (Institute of Electrical and Electronics Engineers) | |
| Adaptive appearance model tracking for still-to-video face recognition | 2016 | Dewan, M; Granger, E; Marcialis, Gian Luca; Sabourin, R; Roli, Fabio | PATTERN RECOGNITION | |
| 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 | |
| On combining edge detection methods for improving BSIF based facial recognition performances | 2016 | Tuveri, Pierluigi; Ghiani, Luca; Abukmeil, Mohanad A. M.; Marcialis, Gian Luca | Springer | |
| Experimental results on multi-modal fusion of EEG-based personal verification algorithms | 2016 | Garau, Marco; Fraschini, Matteo; Didaci, Luca; Marcialis, Gian Luca | ||
| 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 | |
| Improved human gait recognition | 2015 | Rida, Imad; Bouridane, Ahmed; Marcialis, Gian Luca; Tuveri, Pierluigi | LECTURE NOTES IN COMPUTER SCIENCE | Springer Verlag |
| Anti-spoofing: Multimodal | 2015 | Marcialis G; Biggio B; Fumera G | Springer US | |
| 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 | |
| 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 |
| 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. | |
| Context-Sensitive Self-Updating for Adaptive Face Recognition | 2015 | Pagano, C.; Granger, E.; Sabourin, R.; Tuveri, Pierluigi; Marcialis, GIAN LUCA; Roli, Fabio | Springer | |
| Dynamic weighted fusion of adaptive classifier ensembles based on changing data streams | 2014 | Pagano C; Granger E; Sabourin R; Marcialis G; Roli F | Springer | |
| 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 | |
| Adaptive ensembles for face recognition in changing video surveillance environments | 2014 | Pagano C; Granger E; Sabourin R; Marcialis GL; Roli F | INFORMATION SCIENCES | |
| 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 | |
| Analysis of unsupervised template update in biometric recognition systems | 2014 | Didaci L; Marcialis G; Roli F | PATTERN RECOGNITION LETTERS | |
| Adaptive Classification for Person Re-Identification Driven by Change Detection | 2014 | Pagano, C; Granger, E; Sabourin, R; Marcialis, Gian Luca; Roli, Fabio | SciTePress | |
| 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 | |
| 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 |
| Toward an attack-sensitive tamper-resistant biometric recognition with a symmetric matcher: A fingerprint case study | 2014 | Wong R; Poh N; Marcialis G | ||
| Comparison of adaptive appearance methods for tracking faces in video surveillance | 2013 | Ali Akber Dewan, M; Granger, E; Roli, Fabio; Sabourin, R; Marcialis, Gian Luca | Institution of Engineering and Technology | |
| Fingerprint Liveness Detection using Binarized Statistical Image Features | 2013 | Ghiani L.; Hadid A.; Marcialis G.L.; Roli F | IEEE | |
| Combining gait and face for tackling the elapsed time challenges | 2013 | Guan Y; Weng X; Li CT; Marcialis G; Roli F; Tistarelli M | IEEE Computer Society |
