Pattern recognition approaches for the detection of alteration and degradation phenomena in hyperspectral and UAV multispectral imagery: the case study of a historical masonry water bridge

Spadaro, Alessandra; Matrone, Francesca; Lingua, Andrea Maria; Rashidi Alavijeh, Ramin

doi:10.5194/isprs-archives-XLIX-B2-2026-893-2026

From the 3D metric survey to a living digital shadow through IoT integration of real-time data. The case study of the Cavour Canal water bridge

Francesca Matrone, Saketh Chinthakindi, Alessandra Spadaro, and Luca Barbierato

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W12-2026, 303–310, https://doi.org/10.5194/isprs-archives-XLVIII-2-W12-2026-303-2026,https://doi.org/10.5194/isprs-archives-XLVIII-2-W12-2026-303-2026, 2026

Cross-domain urban and heritage point cloud benchmarks for semantic segmentation: insights from the 3M (Mapping Mappano Municipality) and ArCHX datasets

Francesca Matrone, Andrea Maria Lingua, Arnadi Murtiyoso, Madhavan Sridhar, Luis Javier Sanchez Aparicio, Ruben Santamaria Maestro, Pablo Sanz-Honrado, Hina Pande, Poonam Seth Tiwari, and Shefali Agrawal

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W6-2025, 131–137, https://doi.org/10.5194/isprs-archives-XLVIII-1-W6-2025-131-2025,https://doi.org/10.5194/isprs-archives-XLVIII-1-W6-2025-131-2025, 2025

Sensor integration for the documentation and planned maintenance of Cultural Heritage

Alessio Martino, Alessandra Spadaro, Francesca Matrone, and Andrea Maria Lingua

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W5-2025, 85–92, https://doi.org/10.5194/isprs-archives-XLVIII-1-W5-2025-85-2025,https://doi.org/10.5194/isprs-archives-XLVIII-1-W5-2025-85-2025, 2025

Improving Image Alignment in vineyard environment with deep learning image matching

Andrea Maria Lingua, Stefania Manca, Francesca Gallitto, and Filiberto Chiabrando

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W5-2025, 61–67, https://doi.org/10.5194/isprs-archives-XLVIII-1-W5-2025-61-2025,https://doi.org/10.5194/isprs-archives-XLVIII-1-W5-2025-61-2025, 2025

Individual Tree Species Classification in a Mediterranean Ecosystem using UAV-Acquired Multispectral Images and Machine Learning

Alessandra Spadaro, Andrea Maria Lingua, and Filiberto Chiabrando

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W11-2025, 269–276, https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-269-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-269-2025, 2025

Integrating UAS, Computer Vision and AI for Targeted Management of Invasive Insect Pests in Vineyards

Filiberto Chiabrando, Francesca Gallitto, Marco Grella, Andrea Maria Lingua, Valeria Longhi, Stefania Manca, Alessio Martino, and Paolo Felice Maschio

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W11-2025, 63–71, https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-63-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-63-2025, 2025

UAS for Landscape and Architectural Survey: An Innovative Interdisciplinary Approach of Learning by Doing in the Bachelor Programs at Politecnico di Torino

Alessio Martino, Filiberto Chiabrando, and Andrea Maria Lingua

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W11-2025, 195–202, https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-195-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-195-2025, 2025

UAV and AI for large-scale monitoring of the effects of climate change on mountain lake areas: the ACLIMO cross-border cooperation project

Francesca Matrone, Chiara Graziani, Alessandra Spadaro, Saeed Hemmatianzadeh, and Andrea Maria Lingua

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W11-2025, 203–210, https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-203-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-203-2025, 2025

The SUNRISE Summer School. A Report on the First Two Editions

Lorenzo Teppati Losè, Filiberto Chiabrando, Rita Auriemma, Caterina Balletti, Enrico Breggion, Alessandro Capra, Alessio Calantropio, Luigi Coluccia, Elisabetta Colucci, Giuseppe Furfaro, Francesco Guerra, Andrea Lingua, Andrea Martino, Paolo Maschio, Francesca Matrone, Fabio Menna, Erica Nocerino, Alessandra Spadaro, Beatrice Tanduo, Paolo Vernier, and Domenico Visintini

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-9-2025, 1483–1490, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-1483-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-1483-2025, 2025

Initial Experiments on the Use of Radiance Fields for Underwater 3D Reconstruction

Beatrice Tanduo, Francesca Matrone, and Arnadi Murtiyoso

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-9-2025, 1475–1481, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-1475-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-1475-2025, 2025

Digital Cataloguing of Historic Parks and Gardens in Piedmont (Italy) Using Open-Source Data

Filiberto Chiabrando, Erica Casareto, Chiara Graziani, Andrea Maria Lingua, Paolo Mamino, Francesca Matrone, and Barbara Deborah Viola

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-9-2025, 857–863, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-857-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-857-2025, 2025

HERITALISE. Project Insights and Initial Developments

Filiberto Chiabrando, Andrea Lingua, Alessandra Spreafico, Giulia Sammartano, Francesca Matrone, Mikel Borras, Alberto Mendikute Garate, Alan Miller, Marinos Ioannides, Petros Siegkas, Drew Baker, Mia Trentin, Anthony Cassar, and Julia Galea

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-9-2025, 269–276, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-269-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-269-2025, 2025

Automatic Extraction and Counting of Fish from Underwater Videos Using YOLO-Based Deep Learning Algorithms

Francesca Gallitto, Andrea Maria Lingua, Francesca Matrone, Filiberto Chiabrando, Xinchen Li, Silvia Secco, Alessandro Acierno, and Massimiliano Scalici

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W10-2025, 79–86, https://doi.org/10.5194/isprs-archives-XLVIII-2-W10-2025-79-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W10-2025-79-2025, 2025

Underwater Heritage documentation using photogrammetry: the CRAB system

Beatrice Tanduo, Edward Borgogno, Filiberto Chiabrando, Francesca Gallitto, Stefania Manca, Paolo Maschio, and Andrea Lingua

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W10-2025, 295–302, https://doi.org/10.5194/isprs-archives-XLVIII-2-W10-2025-295-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W10-2025-295-2025, 2025

Photogrammetry and Traditional Bathymetry for High-Resolution Underwater Mapping in Shallow Waters

Alessandra Spadaro, Filiberto Chiabrando, Andrea Lingua, and Paolo Maschio

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W10-2025, 279–286, https://doi.org/10.5194/isprs-archives-XLVIII-2-W10-2025-279-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W10-2025-279-2025, 2025

Underwater hyperspectral imagery for Posidonia oceanica mapping: challenges and preliminary results from the POSEIDON Project

Valeria Longhi, Nives Grasso, Paolo Felice Maschio, Fabio Menna, Arianna Pansini, Andrea Maria Lingua, Filiberto Chiabrando, Erica Nocerino, Giulia Ceccherelli, and Sabrina Rossi

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W10-2025, 177–184, https://doi.org/10.5194/isprs-archives-XLVIII-2-W10-2025-177-2025,https://doi.org/10.5194/isprs-archives-XLVIII-2-W10-2025-177-2025, 2025

UAV imaging for spectral characterization of Coffee Leaf Miner (Leucoptera coffeella) infestation in the Cerrado Mineiro region

Vinicius Silva Werneck Orlando, Maria de Lourdes Bueno Trindade Galo, George Deroco Martins, Andrea Maria Lingua, and Vanessa Andaló

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 285–291, https://doi.org/10.5194/isprs-annals-X-3-2024-285-2024,https://doi.org/10.5194/isprs-annals-X-3-2024-285-2024, 2024

Three-dimensional modelling of artificial caves for geomechanical analysis

Alessandra Spadaro, Marco Piras, Nives Grasso, Piernicola Lollino, Alessandro Parisi, and Daniele Giordan

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-2024, 401–407, https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-401-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-401-2024, 2024

POSER: an oPen sOurce Simulation platform for tEaching and tRaining underwater photogrammetry

Fabio Menna, Scott McAvoy, Erica Nocerino, Beatrice Tanduo, Louise Giuseffi, Alessio Calantropio, Filiberto Chiabrando, Lorenzo Teppati Losè, Andrea Maria Lingua, Stuart Sandin, Clinton Edwards, Brian Zgliczynski, Dominique Rissolo, and Falko Kuester

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-2024, 265–272, https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-265-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-265-2024, 2024

Exploitation of the Number of Return Echoes for DTM Extraction from Point Clouds Acquired by LiDAR UAS DJI Zenmuse L1

Francesca Matrone, Francesca Gallitto, Andrea Maria Lingua, and Paolo Felice Maschio

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-2024, 233–240, https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-233-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-233-2024, 2024

Under and Through Water Datasets for Geospatial Studies: the 2023 ISPRS Scientific Initiative “NAUTILUS”

Alessio Calantropio, Fabio Menna, Dimitrios Skarlatos, Caterina Balletti, Gottfried Mandlburger, Panagiotis Agrafiotis, Filiberto Chiabrando, Andrea Maria Lingua, Alessia Giaquinto, and Erica Nocerino

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-2-2024, 33–40, https://doi.org/10.5194/isprs-annals-X-2-2024-33-2024,https://doi.org/10.5194/isprs-annals-X-2-2024-33-2024, 2024

Fast and accurate Zero-defect manufacturing using collaborative real-time photogrammetry

Francesco Messina, Andrea Maria Lingua, Alessio Martino, Francesca Matrone, and Paolo Maschio

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-2024, 495–502, https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-495-2024,https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-495-2024, 2024

Affordable Sensors for Speditive and Accurate Documentation of Built Heritage: First Tests and Preliminary Results

Alessio Martino, Andrea Maria Lingua, and Paolo Maschio

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-2024, 487–493, https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-487-2024,https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-487-2024, 2024

Monitoring the spread of a pathogenic insect on vineyards using UAS

Valeria Longhi, Alessio Martino, Andrea Maria Lingua, Paolo Felice Maschio, and Elena Belcore

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-2024, 443–450, https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-443-2024,https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-443-2024, 2024

Multitemporal Seagrass Mapping and Monitoring of Posidonia Meadows and Banquettes for Blue Carbon Conservation: The Poseidon Project

Giulia Ceccherelli, Filiberto Chiabrando, Francesca Gallitto, Andrea Lingua, Valeria Longhi, Paolo Maschio, Francesca Matrone, Fabio Menna, Erica Nocerino, Massimiliano Scalici, Silvia Secco, and Beatrice Tanduo

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-2024, 65–71, https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-65-2024,https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-65-2024, 2024

MULTISPECTRAL UAV DATA ENHANCING THE KNOWLEDGE OF LANDSCAPE HERITAGE

V. Santoro, G. Patrucco, A. Lingua, and A. Spanò

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1419–1426, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1419-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1419-2023, 2023

UAV-BASED ARCHAEOLOGICAL 3D MONITORING: A RURALSCAPE CASE IN IRAQI KURDISTAN

A. Lingua, A. Martino, G. Sammartano, P. Maschio, E. Reali, and C. Tonghini

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 935–942, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-935-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-935-2023, 2023

THE DEVELOPMENT OF A 2D/3D BIM-GIS WEB PLATFORM FOR PLANNED MAINTENANCE OF BUILT AND CULTURAL HERITAGE: THE MAIN10ANCE PROJECT

E. Colucci, E. Iacono, F. Matrone, and G. M. Ventura

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 433–439, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-433-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-433-2023, 2023

THE SUNRISE SUMMER SCHOOL: AN INNOVATIVE LEARNING-BY-DOING EXPERIENCE FOR THE DOCUMENTATION OF ARCHAEOLOGICAL HERITAGE

C. Balletti, A. Capra, A. Calantropio, F. Chiabrando, E. Colucci, G. Furfaro, A. Guastella, F. Guerra, A. Lingua, F. Matrone, F. Menna, E. Nocerino, L. Teppati Losè, P. Vernier, and D. Visintini

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 147–154, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-147-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-147-2023, 2023

EXPLAINING AI: UNDERSTANDING DEEP LEARNING MODELS FOR HERITAGE POINT CLOUDS

F. Matrone, A. Felicetti, M. Paolanti, and R. Pierdicca

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-M-1-2023, 207–214, https://doi.org/10.5194/isprs-annals-X-M-1-2023-207-2023,https://doi.org/10.5194/isprs-annals-X-M-1-2023-207-2023, 2023

FROM AN INTEGRATED SURVEY WITH MMS TO A SCAN-TO-BIM PROCESS FOR EDUCATIONAL PURPOSES

F. Matrone, E. Colucci, F. M. Ugliotti, and M. Del Giudice

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 279–286, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-279-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-279-2023, 2023

ITERATIVE REFRACTION-CORRECTION METHOD ON MVS-SFM FOR SHALLOW STREAM BATHYMETRY

A. M. Lingua, P. Maschio, A. Spadaro, P. Vezza, and G. Negro

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 249–255, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-249-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-249-2023, 2023

Detection of Wet Riparian Areas using Very High Resolution Multispectral UAS Imagery Based on a Feature-based Machine Learning Algorithm

Masoume Mahboubi, Elena Belcore, Emanuele Pontoglio, Francesca Matrone, and Andrea Lingua

AGILE GIScience Ser., 3, 46, https://doi.org/10.5194/agile-giss-3-46-2022,https://doi.org/10.5194/agile-giss-3-46-2022, 2022

MINOR HISTORICAL CENTRES ONTOLOGY ENRICHMENT AND POPULATION: AN HAMLET CASE STUDY

E. Colucci, A. M. Lingua, M. Kokla, and A. Spanò

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 31–37, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-31-2022,https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-31-2022, 2022

NEW DEVELOPMENTS IN LIDAR UAS SURVEYS. PERFORMANCE ANALYSES AND VALIDATION OF THE DJI ZENMUSE L1

L. Teppati Losè, F. Matrone, F. Chiabrando, F. Giulio Tonolo, A. Lingua, and P. Maschio

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 415–422, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-415-2022,https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-415-2022, 2022

AUTOMATIC TRAINING DATA GENERATION IN DEEP LEARNING-AIDED SEMANTIC SEGMENTATION OF HERITAGE BUILDINGS

A. Murtiyoso, F. Matrone, M. Martini, A. Lingua, P. Grussenmeyer, and R. Pierdicca

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 317–324, https://doi.org/10.5194/isprs-annals-V-2-2022-317-2022,https://doi.org/10.5194/isprs-annals-V-2-2022-317-2022, 2022

Pattern recognition approaches for the detection of alteration and degradation phenomena in hyperspectral and UAV multispectral imagery: the case study of a historical masonry water bridge

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