Archivio Istituzionale della RicercaMATRONE, FRANCESCA
MATRONE, FRANCESCA
Dipartimento di Ingegneria dell'Ambiente, del Territorio e delle Infrastrutture
035169
Automatic grain-size curve analyses and unconventional determination of the volume of the muck from TBM through photogrammetry and apple LiDAR sensor
2026 Lingua, A. M.; Matrone, F.; Messina, F.; Parizia, F.
Close-range real-time camera pose estimation and AR-guided alignment for large-scale industrial components
2026 Messina, Francesco; Martino, Alessio; Matrone, Francesca; Lingua, Andrea Maria; Puerto, Pablo
Deep Learning-Based Classification of Aerial Imagery for Monitoring Climate Change Effects in the Maritime Alps
2026 Graziani, Chiara; Matrone, Francesca; Lingua, Andrea Maria
Automatic Extraction and Counting of Fish from Underwater Videos Using YOLO-Based Deep Learning Algorithms
2025 Gallitto, F.; Lingua, A. M.; Matrone, F.; Chiabrando, F.; Li, X.; Secco, S.; Acierno, A.; Scalici, M.
Initial Experiments on the Use of Radiance Fields for Underwater 3D Reconstruction
2025 Tanduo, Beatrice; Matrone, Francesca; Murtiyoso, Arnadi
The SUNRISE Summer School. A Report on the First Two Editions
2025 Teppati Lose', Lorenzo; Chiabrando, Filiberto; Auriemma, Rita; Balletti, Caterina; Breggion, Enrico; Capra, Alessandro; Calantropio, Alessio; Coluccia, Luigi; Colucci, Elisabetta; Furfaro, Giuseppe; Guerra, Francesco; Lingua, Andrea; Martino, Andrea; Maschio, Paolo; Matrone, Francesca; Menna, Fabio; Nocerino, Erica; Spadaro, Alessandra; Tanduo, Beatrice; Vernier, Paolo; Visintini, Domenico
Documenting cultural heritage in an INSPIRE-based 3D GIS for risk and vulnerability analysis
2024 Colucci, E.; Matrone, F.; Noardo, F.; Assumma, V.; Datola, G.; Appiotti, F.; Bottero, M.; Chiabrando, F.; Lombardi, P.; Migliorini, M.; Rinaldi, E.; Spano', A.; Lingua, A.
Enhancing explainability of deep learning models for point cloud analysis: a focus on semantic segmentation
2024 Matrone, Francesca; Paolanti, Marina; Frontoni, Emanuele; Pierdicca, Roberto
Multitemporal Seagrass Mapping and Monitoring of Posidonia Meadows and Banquettes for Blue Carbon Conservation: The Poseidon Project
2024 Ceccherelli, Giulia; Chiabrando, Filiberto; Gallitto, Francesca; Lingua, Andrea; Longhi, Valeria; Maschio, Paolo; Matrone, Francesca; Menna, Fabio; Nocerino, Erica; Scalici, Massimiliano; Secco, Silvia; Tanduo, Beatrice
FROM AN INTEGRATED SURVEY WITH MMS TO A SCAN-TO-BIM PROCESS FOR EDUCATIONAL PURPOSES
2023 Matrone, F.; Colucci, E.; Ugliotti, F. M.; Del Giudice, M.
Semi-automatic integration of GIS data into BIM environment for urban district modeling / Integrazione semi-automatica di dati GIS in ambiente BIM per la modellazione dei distretti urbani
2023 Imperiale, Alessandra; Ugliotti, Francesca Maria; Matrone, Francesca
The HBIM-GIS Main10ance Platform to Enhance the Maintenance and Conservation of Historical Built Heritage
2023 Matrone, Francesca; Colucci, Elisabetta; Iacono, Emmanuele; Ventura, GIANVITO MARINO
The sunrise summer school: An innovative learning-by-doing experience for the documentation of archaeological heritage
2023 Balletti, C.; Capra, A.; Calantropio, A.; Chiabrando, F.; Colucci, E.; Furfaro, G.; Guastella, A.; Guerra, F.; Lingua, A.; Matrone, F.; Menna, F.; Nocerino, E.; Teppati Lose, L.; Vernier, P.; Visintini, D.
BubblEX: An Explainable Deep Learning Framework for Point-Cloud Classification
2022 Matrone, Francesca; Paolanti, Marina; Felicetti, Andrea; Martini, Massimo; Pierdicca, Roberto
From scan-to-BIM to a structural finite elements model of built heritage for dynamic simulation
2022 Ursini, Andrea; Grazzini, Alessandro; Matrone, Francesca; Zerbinatti, Marco
NEW DEVELOPMENTS IN LIDAR UAS SURVEYS. PERFORMANCE ANALYSES AND VALIDATION OF THE DJI ZENMUSE L1
2022 Teppati Losè, Lorenzo.; Matrone, Francesca.; Chiabrando, Filiberto.; Giulio Tonolo, Fabio.; Lingua, Andrea.; Maschio, Paolo
Planned maintenance for architectural heritage. Experiences in progress from 3D survey to intervention programmes through HBIM
2021 Zerbinatti, Marco; Matrone, Francesca; Lingua, Andrea Maria
Transfer learning and performance enhancement techniques for deep semantic segmentation of built heritage point clouds
2021 Matrone, Francesca; Martini, Massimo
A BENCHMARK FOR LARGE-SCALE HERITAGE POINT CLOUD SEMANTIC SEGMENTATION
2020 Matrone, F.; Lingua, A.; Pierdicca, R.; Malinverni, E. S.; Paolanti, M.; Grilli, E.; Remondino, F.; Murtiyoso, A.; Landes, T.
Comparing Machine and Deep Learning Methods for Large 3D Heritage Semantic Segmentation
2020 Matrone, Francesca; Grilli, Eleonora; Martini, Massimo; Paolanti, Marina; Pierdicca, Roberto; Remondino, Fabio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Automatic grain-size curve analyses and unconventional determination of the volume of the muck from TBM through photogrammetry and apple LiDAR sensor / Lingua, A.M., Matrone, F., Messina, F., Parizia, F.. - In: APPLIED GEOMATICS. - ISSN 1866-928X. - 18:2(2026). [10.1007/s12518-026-00717-y] | 1-gen-2026 | Lingua A. M.Matrone F.Messina F.Parizia F. | s12518-026-00717-y.pdf |
| Close-range real-time camera pose estimation and AR-guided alignment for large-scale industrial components / Messina, F., Martino, A., Matrone, F., Lingua, A.M., Puerto, P.. - In: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. - ISSN 0924-2716. - ELETTRONICO. - 235:(2026), pp. 58-71. [10.1016/j.isprsjprs.2026.02.034] | 1-gen-2026 | Francesco MessinaAlessio MartinoFrancesca MatroneAndrea Maria Lingua + | 1-s2.0-S0924271626000936-main.pdf |
| Deep Learning-Based Classification of Aerial Imagery for Monitoring Climate Change Effects in the Maritime Alps / Graziani, C., Matrone, F., Lingua, A.M.. - In: EARTH. - ISSN 2673-4834. - ELETTRONICO. - 7:3(2026). [10.3390/earth7030099] | 1-gen-2026 | Chiara GrazianiFrancesca MatroneAndrea Maria Lingua | earth-07-00099-v2_mini.pdf |
| Automatic Extraction and Counting of Fish from Underwater Videos Using YOLO-Based Deep Learning Algorithms / Gallitto, F., Lingua, A.M., Matrone, F., Chiabrando, F., Li, X., Secco, S., Acierno, A., Scalici, M.. - In: INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES. - ISSN 1682-1750. - 48:2(2025), pp. 79-86. [10.5194/isprs-archives-XLVIII-2-W10-2025-79-2025] | 1-gen-2025 | Gallitto F.Lingua A. M.Matrone F.Chiabrando F.Li X.Secco S. + | isprs-archives-XLVIII-2-W10-2025-79-2025.pdf |
| Initial Experiments on the Use of Radiance Fields for Underwater 3D Reconstruction / Tanduo, B., Matrone, F., Murtiyoso, A.. - In: INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES. - ISSN 2194-9034. - ELETTRONICO. - XLVIII-M-9-2025:(2025), pp. 1475-1481. [10.5194/isprs-archives-xlviii-m-9-2025-1475-2025] | 1-gen-2025 | Tanduo, BeatriceMatrone, Francesca + | isprs-archives-XLVIII-M-9-2025-1475-2025.pdf |
| The SUNRISE Summer School. A Report on the First Two Editions / Teppati Lose', L., Chiabrando, F., Auriemma, R., Balletti, C., Breggion, E., Capra, A., Calantropio, A., Coluccia, L., Colucci, E., Furfaro, G., Guerra, F., Lingua, A., Martino, A., Maschio, P., Matrone, F., Menna, F., Nocerino, E., Spadaro, A., Tanduo, B., Vernier, P., et al.. - In: INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES. - ISSN 2194-9034. - ELETTRONICO. - XLVIII:M-9-2025(2025), pp. 1483-1490. [10.5194/isprs-archives-xlviii-m-9-2025-1483-2025] | 1-gen-2025 | Teppati Lose', LorenzoChiabrando, FilibertoCalantropio, AlessioColucci, ElisabettaLingua, AndreaMaschio, PaoloMatrone, FrancescaSpadaro, AlessandraTanduo, Beatrice + | isprs-archives-XLVIII-M-9-2025-1483-2025.pdf |
| Documenting cultural heritage in an INSPIRE-based 3D GIS for risk and vulnerability analysis / Colucci, E., Matrone, F., Noardo, F., Assumma, V., Datola, G., Appiotti, F., Bottero, M., Chiabrando, F., Lombardi, P., Migliorini, M., Rinaldi, E., Spano', A., Lingua, A.. - In: JOURNAL OF CULTURAL HERITAGE MANAGEMENT AND SUSTAINABLE DEVELOPMENT. - ISSN 2044-1266. - ELETTRONICO. - (2024), pp. 1-30. [10.1108/JCHMSD-04-2021-0068] | 1-gen-2024 | Colucci E.Matrone F.Noardo F.Datola G.Bottero M.Chiabrando F.Lombardi P.Spano' A.Lingua A. + | JCHMSD-04-2021-0068_proof 1..30 _ Enhanced Reader.pdf; JCHMSD-04-2021-0068_proof 1..30 _ Enhanced Reader_compressed.pdf |
| Enhancing explainability of deep learning models for point cloud analysis: a focus on semantic segmentation / Matrone, F., Paolanti, M., Frontoni, E., Pierdicca, R.. - In: INTERNATIONAL JOURNAL OF DIGITAL EARTH. - ISSN 1753-8947. - ELETTRONICO. - 17:1(2024), pp. 1-34. [10.1080/17538947.2024.2390457] | 1-gen-2024 | Matrone, Francesca + | Enhancing explainability of deep learning models for point cloud analysis a focus on semantic segmentation.pdf |
| Multitemporal Seagrass Mapping and Monitoring of Posidonia Meadows and Banquettes for Blue Carbon Conservation: The Poseidon Project / Ceccherelli, G., Chiabrando, F., Gallitto, F., Lingua, A., Longhi, V., Maschio, P., Matrone, F., Menna, F., Nocerino, E., Scalici, M., Secco, S., Tanduo, B.. - In: THE INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES. - ISSN 1682-1777. - STAMPA. - XLVIII-1-2024:(2024), pp. 65-71. [10.5194/isprs-archives-XLVIII-1-2024-65-2024] | 1-gen-2024 | Filiberto ChiabrandoFrancesca GallittoAndrea LinguaValeria LonghiPaolo MaschioFrancesca MatroneBeatrice Tanduo + | isprs-archives-XLVIII-1-2024-65-2024.pdf |
| FROM AN INTEGRATED SURVEY WITH MMS TO A SCAN-TO-BIM PROCESS FOR EDUCATIONAL PURPOSES / Matrone, F., Colucci, E., Ugliotti, F.M., Del Giudice, M.. - In: INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES. - ISSN 2194-9034. - ELETTRONICO. - XLVIII-1/W1-2023:(2023), pp. 279-286. [10.5194/isprs-archives-XLVIII-1-W1-2023-279-2023] | 1-gen-2023 | Matrone, F.Colucci, E.Ugliotti, F. M.Del Giudice, M. | isprs-archives-XLVIII-1-W1-2023-279-2023.pdf |
| Semi-automatic integration of GIS data into BIM environment for urban district modeling / Integrazione semi-automatica di dati GIS in ambiente BIM per la modellazione dei distretti urbani / Imperiale, A., Ugliotti, F.M., Matrone, F.. - In: DN. - ISSN 2610-8755. - CD-ROM. - 13 Dalla città all’edificio (e ritorno): approcci interoperabili tra sistemi informativi territoriali e modelli BIM based:(2023), pp. 51-61. | 1-gen-2023 | Imperiale, AlessandraUgliotti, Francesca MariaMatrone, Francesca | DN13_Imperiale et al_ridotto.pdf |
| The HBIM-GIS Main10ance Platform to Enhance the Maintenance and Conservation of Historical Built Heritage / Matrone, F., Colucci, E., Iacono, E., Ventura, G.M.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 23:19(2023), pp. 1-28. [10.3390/s23198112] | 1-gen-2023 | Francesca MatroneElisabetta ColucciEmmanuele IaconoGianvito Marino Ventura | sensors-23-08112-v2.pdf |
| The sunrise summer school: An innovative learning-by-doing experience for the documentation of archaeological heritage / Balletti, C., Capra, A., Calantropio, A., Chiabrando, F., Colucci, E., Furfaro, G., Guastella, A., Guerra, F., Lingua, A., Matrone, F., Menna, F., Nocerino, E., Teppati Lose, L., Vernier, P., Visintini, D.. - In: INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES. - ISSN 1682-1750. - 48:(2023), pp. 147-154. [10.5194/isprs-Archives-XLVIII-M-2-2023-147-2023] | 1-gen-2023 | Calantropio A.Chiabrando F.Colucci E.Lingua A.Matrone F.Nocerino E.Teppati Lose L.Visintini D. + | isprs-archives-XLVIII-M-2-2023-147-2023.pdf |
| BubblEX: An Explainable Deep Learning Framework for Point-Cloud Classification / Matrone, F., Paolanti, M., Felicetti, A., Martini, M., Pierdicca, R.. - In: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. - ISSN 1939-1404. - 15:(2022), pp. 6571-6587. [10.1109/jstars.2022.3195200] | 1-gen-2022 | Francesca Matrone + | BubblEX_An_Explainable_Deep_Learning_Framework_for_Point-Cloud_Classification.pdf; BubblEX_ An Explainable Deep Learning Framework for Point-Cloud Classification_compressed.pdf |
| From scan-to-BIM to a structural finite elements model of built heritage for dynamic simulation / Ursini, A., Grazzini, A., Matrone, F., Zerbinatti, M.. - In: AUTOMATION IN CONSTRUCTION. - ISSN 0926-5805. - ELETTRONICO. - 142:104518(2022), pp. 1-13. [10.1016/j.autcon.2022.104518] | 1-gen-2022 | Grazzini, AlessandroMatrone, FrancescaZerbinatti, Marco + | From scan-to-BIM to a structural finite elements model of built heritage for dynamic simulation.pdf |
| NEW DEVELOPMENTS IN LIDAR UAS SURVEYS. PERFORMANCE ANALYSES AND VALIDATION OF THE DJI ZENMUSE L1 / Teppati Losè, Lorenzo., Matrone, Francesca., Chiabrando, Filiberto., Giulio Tonolo, Fabio., Lingua, Andrea., Maschio, P.. - In: INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES. - ISSN 2194-9034. - ELETTRONICO. - XLIII-B1-2022:(2022), pp. 415-422. [10.5194/isprs-archives-XLIII-B1-2022-415-2022] | 1-gen-2022 | Teppati Losè, Lorenzo.Matrone, Francesca.Chiabrando, Filiberto.Giulio Tonolo, Fabio.Lingua, Andrea.Maschio, Paolo | isprs-archives-XLIII-B1-2022-415-2022.pdf |
| Planned maintenance for architectural heritage. Experiences in progress from 3D survey to intervention programmes through HBIM / Zerbinatti, M., Matrone, F., Lingua, A.M.. - In: TEMA. - ISSN 2421-4574. - ELETTRONICO. - (2021). [10.30682/tema0701d] | 1-gen-2021 | Marco ZerbinattiFrancesca MatroneAndrea Lingua | 2021plannedd-1-2421-4574-Tema-7-1-2021-Zerbinatti-Matrone-Lingua-1.pdf |
| Transfer learning and performance enhancement techniques for deep semantic segmentation of built heritage point clouds / Matrone, F., Martini, M.. - In: VIRTUAL ARCHAEOLOGY REVIEW. - ISSN 1989-9947. - ELETTRONICO. - 12:25(2021), pp. 73-84. [10.4995/var.2021.15318] | 1-gen-2021 | Francesca Matrone + | document (2).pdf; document.pdf |
| A BENCHMARK FOR LARGE-SCALE HERITAGE POINT CLOUD SEMANTIC SEGMENTATION / Matrone, F., Lingua, A., Pierdicca, R., Malinverni, E.S., Paolanti, M., Grilli, E., Remondino, F., Murtiyoso, A., Landes, T.. - In: INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES. - ISSN 2194-9034. - ELETTRONICO. - XLIII-B2-2020:(2020), pp. 1419-1426. [10.5194/isprs-archives-xliii-b2-2020-1419-2020] | 1-gen-2020 | F. MatroneA. Lingua + | isprs-archives-XLIII-B2-2020-1419-2020.pdf |
| Comparing Machine and Deep Learning Methods for Large 3D Heritage Semantic Segmentation / Matrone, F., Grilli, E., Martini, M., Paolanti, M., Pierdicca, R., Remondino, F.. - In: ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION. - ISSN 2220-9964. - ELETTRONICO. - 9:9(2020), p. 535. [10.3390/ijgi9090535] | 1-gen-2020 | Francesca MatroneFabio Remondino + | ijgi-09-00535.pdf |