Acronimo laboratorio:
LabGeoInf
Responsabile Scientifico:
Rete tematica:
Tipo di Laboratorio:
Sito web:
http://labgeoinf.iasi.cnr.it
Descrizione e Finalità:
Il laboratorio di ricerca LabGeoInf si concentra su applicazioni avanzate di ingegneria geomatica, machine learning e scienze informatiche, con particolare attenzione alle tecnologie per l’acquisizione, l’elaborazione, la gestione, l’analisi e la rappresentazione dei dati geospaziali. Le attività includono modellazione e analisi geospaziale, basi di dati geografiche, tecnologie geospaziali, analisi strutturale FEA/FEM, progettazione di sistemi informativi, cognizione spaziale, interazione uomo–macchina, mobile computing e tecnologie di rete. Il laboratorio estende le proprie competenze al monitoraggio ambientale e infrastrutturale tramite remote sensing, dynamic monitoring, Integrated Modal Analysis, reti di sensori IoT, Edge‑AI e algoritmi di anomaly detection, applicati allo studio del territorio e della mobilità intelligente. Inoltre svolge attività di ricerca in ambito e‑health, sviluppando algoritmi e sistemi per l’analisi di immagini biomedicali e per applicazioni avanzate in ambito healthcare e wearable systems.
Strumentazioni, Tecnologie, Risorse basate sulla conoscenza:
Sistemi di rilevazione DGPS Trimble,
SCANNER 3D IREAL M3 dispositivo basato su un laser a doppio infrarosso, una tecnologia precisa ma comunque molto sicura per gli occhi. E’ uno scanner 3D dotato di un’ottimizzazione algoritmica, consigliato anche per il body scanning.
Server multi-core e GPU.
SCANNER 3D IREAL M3 dispositivo basato su un laser a doppio infrarosso, una tecnologia precisa ma comunque molto sicura per gli occhi. E’ uno scanner 3D dotato di un’ottimizzazione algoritmica, consigliato anche per il body scanning.
Server multi-core e GPU.
Collocazione:
Via dei Taurini, 19 – 00185 Roma IV Piano stanza 405 e 415
Dipartimento / Istituto / Azienda / Struttura di appartenenza:
Istituto di Analisi dei Sistemi ed Informatica (Antonio Ruberti)
Partecipanti ricercatori di ruolo interni:
3
Partecipanti esterni:
2
Personale Tecnico:
1
Settori ERC:
Laboratorio inserito in una infrastruttura di ricerca:
CNR IASI
Laboratorio convenzionato con soggetti di ricerca esterni:
No
Partecipazione alle attività di progetti internazionali:
Digital Platform for Cultural Heritage Research
https://chloe.cnr.it/s/DHeLO/page/home
https://chloe.cnr.it/s/DHeLO/page/home
Partecipazione alle attività di progetti nazionali:
Sì
Partecipazione alle attività di progetti regionali:
Sì
Laboratorio aperto a utenti esterni:
No
Tariffario:
No
Regolamento di accesso e utilizzo:
No
Elenco delle pubblicazioni:
1. D’Apuzzo M., Evangelisti A., Santilli D., Buzzi S., Mazzei M., Bietoni V.
New Smart Mobility Applications: Preliminary Findings on a Pilot Study in the Municipality of Artena
(2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and
Lecture Notes in Bioinformatics), Cited 4 times.
DOI: 10.1007/978-3-030-86979-3_2
AFFILIATIONS: University of Cassino and Southern Lazio, Via G. Di Biasio 43, Cassino, 03043, Italy; CNR,
Italian National Research Council, Via dei Taurini 19, Rome, 00185, Italy
2. Mazzei M.
A Change Detection with Machine Learning Approach for Medical Image Analysis
(2023) Lecture Notes in Electrical Engineering, Cited 1 times.
DOI: 10.1007/978-981-16-6775-6_18
AFFILIATIONS: Istituto di Analisi dei Sistemi ed Informatica “Antonio Ruberti”, Via di Taurini, Rome, 19—
00185, Italy
3. Mazzei M., Quaroni D.
Development of a 3D WebGIS Application for the Visualization of Seismic Risk on Infrastructural Work
(2022) ISPRS International Journal of Geo-Information, Cited 19 times.
DOI: 10.3390/ijgi11010022
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica, LabGeoInf, Via dei
Taurini, 19, Rome, I-00185, Italy
4. Gupta N., Mazzei M., Mäkelä J., Uitto M.
Optimized K-means routing protocol with black-winged kite algorithm for sustainable 5G/6G sensor networks
(2025) Internet of Things (The Netherlands), Cited 0 times.
DOI: 10.1016/j.iot.2025.101792
AFFILIATIONS: VTT Technical Research Centre of Finland Ltd., KV1, Kaitoväylä 1, P.O. Box 1100, Oulu,
90571, Finland; Institute of Systems Analysis and Computer Science CNR, Via dei Taurini, Rome, 19 - 00185,
Italy
5. Mazzei M., Quaroni D.
A System for Analysis and Simulating Hydraulic and Hydrogeological Risks Through WebGIS 3D Digital
Platforms
(2025) ISPRS International Journal of Geo-Information, Cited 1 times.
DOI: 10.3390/ijgi14020073
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica, LabGeoInf, Via dei
Taurini, 19, Rome, I-00185, Italy
6. Capodiferro C., De Maria M., Mazzei M., Spreafico M., V. Bik O., Palma A.L., V. Solovyeva A.
Cultural Itineraries Generated by Smart Data on the Web
(2024) ISPRS International Journal of Geo-Information, Cited 2 times.
DOI: 10.3390/ijgi13020047
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica, LabGeoInf, Via dei
Taurini, 19, Rome, I-00185, Italy; Academy of Engineering, Peoples Friendship University of Russia, RUDN
University), 6 Miklukho-Maklaya Street, Moscow, 117198, Russian Federation
7. De Maria M., Fiumi L., Mazzei M., Bik O.V.
A system for monitoring the environment of historic places using convolutional neural network methodologies
(2021) Heritage, Cited 7 times.
DOI: 10.3390/heritage4030079
AFFILIATIONS: Peoples Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Street,
Moscow, 117198, Russian Federation; National Research Council, Istituto di Ingegneria del Mare (INM),
Rome, 139, Italy; National Research Council, Istituto di Analisi dei Sistemi ed Informatica, LabGeoInf, Via dei
Taurini, 19, Rome, I-00185, Italy
8. Mazzei M.
Integration of OpenSees Data Models in 3D WebGIS for Bridge Monitoring
(2023) Lecture Notes in Civil Engineering, Cited 0 times.
DOI: 10.1007/978-3-031-30125-4_38
AFFILIATIONS: National Research Council, IASI, LabGeoInf, Rome, 00185, Italy
9. Mazzei M.
A Machine Learning Platform for NLP in Big Data
(2021) Advances in Intelligent Systems and Computing, Cited 1 times.
DOI: 10.1007/978-3-030-55187-2_21
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica “Antonio Ruberti”,
Via di Taurini 19, Rome, 00185, Italy
10. Formica A., Mazzei M., Pourabbas E., Rafanelli M.
Approximate Query Answering Based on Topological Neighborhood and Semantic Similarity in
OpenStreetMap
(2020) IEEE Access, Cited 7 times.
DOI: 10.1109/ACCESS.2020.2992202
AFFILIATIONS: National Research Council, Istituto di Analisi Dei Sistemi Ed Informatica 'Antonio Ruberti',
Rome, I-00185, Italy
11. Mazzei M., Michelotti C.
Smart Data and Decision Support System for Local Optimization of Electric Charging Stations
(2025) IEEE Access, Cited 0 times.
DOI: 10.1109/ACCESS.2025.3586099
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica, LabGeoInf, Rome,
00185, Italy
12. De Maria M., Mazzei M., Bik O.V., Palma A.L.
Analysis of Regional Imbalances in Italy Based on Cluster Analysis
(2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and
Lecture Notes in Bioinformatics), Cited 1 times.
DOI: 10.1007/978-3-030-86979-3_1
AFFILIATIONS: Peoples Friendship University of Russia, (RUDN University), 6 Miklukho-Maklaya Street,
Moscow, 117198, Russian Federation; National Research Council, Istituto di Analisi dei Sistemi ed
Informatica “Antonio Ruberti” - LabGeoInf, Via dei Taurini, 19, Rome, 00185, Italy
13. Mazzei M.
An Unsupervised Machine Learning Approach for Medical Image Analysis
(2021) Advances in Intelligent Systems and Computing, Cited 4 times.
DOI: 10.1007/978-3-030-73103-8_58
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica “Antonio Ruberti”
via di Taurini, Rome, 19-00185, Italy
14. Mazzei M.
A SMART DATA APPROACH TO ANALYZE VEHICLE FLOWS
(2022) International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences -
ISPRS Archives, Cited 2 times.
DOI: 10.5194/isprs-archives-XLVIII-4-W5-2022-105-2022
AFFILIATIONS: Cnr, Italian National Research Council, Institute of Systems Analysis and Computer Science
- LabGeoInf, Rome, 00185, Italy
15. Mazzei M., Di Lellis A.M.
Capacitive accelerometers at low frequency for infrastructure monitoring
(2022) Procedia Structural Integrity, Cited 8 times.
DOI: 10.1016/j.prostr.2023.01.156
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica, LabGeoInf, Via dei
Taurini, 19, Rome, I-00185, Italy
16. Capodiferro C., Mazzei M.
AN APPROACH ADOPTED for SMART DATA GENERATION and VISUALIZATION PROBLEMS
(2020) ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Cited 5
times.
DOI: 10.5194/isprs-annals-VI-4-W2-2020-41-2020
AFFILIATIONS: UTIU, Computer Engineering Faculty, Rome, 00186, Italy; CNR, Italian National Research
Council - IASI, Institute of Systems Analysis and Computer Science, Rome, 00185, Italy
17. Mazzei M.
A Machine Learning Platform in Healthcare with Actor Model Approach
(2020) Advances in Intelligent Systems and Computing, Cited 0 times.
DOI: 10.1007/978-3-030-52246-9_41
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica “Antonio Ruberti”,
Via di Taurini, 19, Rome, 00185, Italy
18. Capodiferro C., Mazzei M.
Applications of deep learning and artificial intelligence methods to smart edge devices and stereo cameras
(2023) 2023 8th International Conference on Smart and Sustainable Technologies, SpliTech 2023, Cited 0
times.
DOI: 10.23919/SpliTech58164.2023.10193298
AFFILIATIONS: Istituto di Analisi Dei Sistemi Ed Informatica, National Research Council, LabGeoInf,
Rome, Italy
New Smart Mobility Applications: Preliminary Findings on a Pilot Study in the Municipality of Artena
(2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and
Lecture Notes in Bioinformatics), Cited 4 times.
DOI: 10.1007/978-3-030-86979-3_2
AFFILIATIONS: University of Cassino and Southern Lazio, Via G. Di Biasio 43, Cassino, 03043, Italy; CNR,
Italian National Research Council, Via dei Taurini 19, Rome, 00185, Italy
2. Mazzei M.
A Change Detection with Machine Learning Approach for Medical Image Analysis
(2023) Lecture Notes in Electrical Engineering, Cited 1 times.
DOI: 10.1007/978-981-16-6775-6_18
AFFILIATIONS: Istituto di Analisi dei Sistemi ed Informatica “Antonio Ruberti”, Via di Taurini, Rome, 19—
00185, Italy
3. Mazzei M., Quaroni D.
Development of a 3D WebGIS Application for the Visualization of Seismic Risk on Infrastructural Work
(2022) ISPRS International Journal of Geo-Information, Cited 19 times.
DOI: 10.3390/ijgi11010022
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica, LabGeoInf, Via dei
Taurini, 19, Rome, I-00185, Italy
4. Gupta N., Mazzei M., Mäkelä J., Uitto M.
Optimized K-means routing protocol with black-winged kite algorithm for sustainable 5G/6G sensor networks
(2025) Internet of Things (The Netherlands), Cited 0 times.
DOI: 10.1016/j.iot.2025.101792
AFFILIATIONS: VTT Technical Research Centre of Finland Ltd., KV1, Kaitoväylä 1, P.O. Box 1100, Oulu,
90571, Finland; Institute of Systems Analysis and Computer Science CNR, Via dei Taurini, Rome, 19 - 00185,
Italy
5. Mazzei M., Quaroni D.
A System for Analysis and Simulating Hydraulic and Hydrogeological Risks Through WebGIS 3D Digital
Platforms
(2025) ISPRS International Journal of Geo-Information, Cited 1 times.
DOI: 10.3390/ijgi14020073
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica, LabGeoInf, Via dei
Taurini, 19, Rome, I-00185, Italy
6. Capodiferro C., De Maria M., Mazzei M., Spreafico M., V. Bik O., Palma A.L., V. Solovyeva A.
Cultural Itineraries Generated by Smart Data on the Web
(2024) ISPRS International Journal of Geo-Information, Cited 2 times.
DOI: 10.3390/ijgi13020047
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica, LabGeoInf, Via dei
Taurini, 19, Rome, I-00185, Italy; Academy of Engineering, Peoples Friendship University of Russia, RUDN
University), 6 Miklukho-Maklaya Street, Moscow, 117198, Russian Federation
7. De Maria M., Fiumi L., Mazzei M., Bik O.V.
A system for monitoring the environment of historic places using convolutional neural network methodologies
(2021) Heritage, Cited 7 times.
DOI: 10.3390/heritage4030079
AFFILIATIONS: Peoples Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Street,
Moscow, 117198, Russian Federation; National Research Council, Istituto di Ingegneria del Mare (INM),
Rome, 139, Italy; National Research Council, Istituto di Analisi dei Sistemi ed Informatica, LabGeoInf, Via dei
Taurini, 19, Rome, I-00185, Italy
8. Mazzei M.
Integration of OpenSees Data Models in 3D WebGIS for Bridge Monitoring
(2023) Lecture Notes in Civil Engineering, Cited 0 times.
DOI: 10.1007/978-3-031-30125-4_38
AFFILIATIONS: National Research Council, IASI, LabGeoInf, Rome, 00185, Italy
9. Mazzei M.
A Machine Learning Platform for NLP in Big Data
(2021) Advances in Intelligent Systems and Computing, Cited 1 times.
DOI: 10.1007/978-3-030-55187-2_21
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica “Antonio Ruberti”,
Via di Taurini 19, Rome, 00185, Italy
10. Formica A., Mazzei M., Pourabbas E., Rafanelli M.
Approximate Query Answering Based on Topological Neighborhood and Semantic Similarity in
OpenStreetMap
(2020) IEEE Access, Cited 7 times.
DOI: 10.1109/ACCESS.2020.2992202
AFFILIATIONS: National Research Council, Istituto di Analisi Dei Sistemi Ed Informatica 'Antonio Ruberti',
Rome, I-00185, Italy
11. Mazzei M., Michelotti C.
Smart Data and Decision Support System for Local Optimization of Electric Charging Stations
(2025) IEEE Access, Cited 0 times.
DOI: 10.1109/ACCESS.2025.3586099
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica, LabGeoInf, Rome,
00185, Italy
12. De Maria M., Mazzei M., Bik O.V., Palma A.L.
Analysis of Regional Imbalances in Italy Based on Cluster Analysis
(2021) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and
Lecture Notes in Bioinformatics), Cited 1 times.
DOI: 10.1007/978-3-030-86979-3_1
AFFILIATIONS: Peoples Friendship University of Russia, (RUDN University), 6 Miklukho-Maklaya Street,
Moscow, 117198, Russian Federation; National Research Council, Istituto di Analisi dei Sistemi ed
Informatica “Antonio Ruberti” - LabGeoInf, Via dei Taurini, 19, Rome, 00185, Italy
13. Mazzei M.
An Unsupervised Machine Learning Approach for Medical Image Analysis
(2021) Advances in Intelligent Systems and Computing, Cited 4 times.
DOI: 10.1007/978-3-030-73103-8_58
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica “Antonio Ruberti”
via di Taurini, Rome, 19-00185, Italy
14. Mazzei M.
A SMART DATA APPROACH TO ANALYZE VEHICLE FLOWS
(2022) International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences -
ISPRS Archives, Cited 2 times.
DOI: 10.5194/isprs-archives-XLVIII-4-W5-2022-105-2022
AFFILIATIONS: Cnr, Italian National Research Council, Institute of Systems Analysis and Computer Science
- LabGeoInf, Rome, 00185, Italy
15. Mazzei M., Di Lellis A.M.
Capacitive accelerometers at low frequency for infrastructure monitoring
(2022) Procedia Structural Integrity, Cited 8 times.
DOI: 10.1016/j.prostr.2023.01.156
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica, LabGeoInf, Via dei
Taurini, 19, Rome, I-00185, Italy
16. Capodiferro C., Mazzei M.
AN APPROACH ADOPTED for SMART DATA GENERATION and VISUALIZATION PROBLEMS
(2020) ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Cited 5
times.
DOI: 10.5194/isprs-annals-VI-4-W2-2020-41-2020
AFFILIATIONS: UTIU, Computer Engineering Faculty, Rome, 00186, Italy; CNR, Italian National Research
Council - IASI, Institute of Systems Analysis and Computer Science, Rome, 00185, Italy
17. Mazzei M.
A Machine Learning Platform in Healthcare with Actor Model Approach
(2020) Advances in Intelligent Systems and Computing, Cited 0 times.
DOI: 10.1007/978-3-030-52246-9_41
AFFILIATIONS: National Research Council, Istituto di Analisi dei Sistemi ed Informatica “Antonio Ruberti”,
Via di Taurini, 19, Rome, 00185, Italy
18. Capodiferro C., Mazzei M.
Applications of deep learning and artificial intelligence methods to smart edge devices and stereo cameras
(2023) 2023 8th International Conference on Smart and Sustainable Technologies, SpliTech 2023, Cited 0
times.
DOI: 10.23919/SpliTech58164.2023.10193298
AFFILIATIONS: Istituto di Analisi Dei Sistemi Ed Informatica, National Research Council, LabGeoInf,
Rome, Italy
Elenco dei brevetti:
Presentato il 29/7/2025,
Geolocalizzazione: