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

Spadaro, Alessandra; Lingua, Andrea Maria; Chiabrando, Filiberto

doi:10.5194/isprs-archives-XLVIII-2-W11-2025-269-2025

Photogrammetry and 3D Gaussian Splatting for Cultural Heritage. Pros, Cons and Main Differences

Xinchen Li, Alessio Martino, Filiberto Chiabrando, and Xiang Li

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 451–458, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-451-2026,https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-451-2026, 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

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

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

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

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

A Multi-Modal Evaluation of GPS Assisted Rapid Multi-Cam Photogrammetry

Jonathan Klingspon, Scott McAvoy, Filiberto Chiabrando, Beatrice Tanduo, Alessio Martino, Dominique Rissolo, and Falko Kuester

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-9-2025, 741–747, https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-741-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-9-2025-741-2025, 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

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

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

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

A Review of Existing Sources for the Design of an Archaeological Underwater Cultural Heritage Database of Puglia Region (Italy)

Alessandra Spreafico, Elisabetta Colucci, Filiberto Chiabrando, and Rita Auriemma

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-2024, 445–452, https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-445-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-2024-445-2024, 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

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

An Archival Framework for Sharing of Cultural Heritage 3D Survey Data: OpenHeritage3D.org

Scott McAvoy, Beatrice Tanduo, Alessandra Spreafico, Filiberto Chiabrando, Dominique Rissolo, John Ristevski, and Falko Kuester

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-2024, 241–248, https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-241-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-241-2024, 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

Quantitative Evaluation of Color Enhancement Methods for Underwater Photogrammetry in Very Shallow Water: a Case Study

Alessio Calantropio, Filiberto Chiabrando, Fabio Menna, and Erica Nocerino

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-2-2024, 25–32, https://doi.org/10.5194/isprs-annals-X-2-2024-25-2024,https://doi.org/10.5194/isprs-annals-X-2-2024-25-2024, 2024

Robotics for Heritage Surveying: preliminary test on Leica BLK ARC & Spot® toward autonomous 3D mapping

Giulia Sammartano, Alessandra Spreafico, Beatrice Tanduo, and Filiberto Chiabrando

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-2024, 579–586, https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-579-2024,https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-579-2024, 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

FROM 3D METRIC SURVEY TO HBIM MODEL. TESTING OF DIFFERENT SCAN2BIM APPROACHES FOR THE ARCHAEOLOGICAL DOCUMENTATION

L. Teppati Losè, F. Diara, A. Spadaro, and F. Chiabrando

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 437–444, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-437-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-437-2024, 2024

UNDERGROUND HERITAGE DOCUMENTATION: THE CASE STUDY OF GROTTA ZINZULUSA IN CASTRO (LECCE-ITALY)

B. Tanduo, F. Chiabrando, L. Coluccia, and R. Auriemma

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1527–1534, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1527-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1527-2023, 2023

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

3D WEBGIS APPLICATIONS FOR DIGITAL HUMANITIES STUDIES: THE TURIN 1911 PROJECT

A. Spreafico, F. Chiabrando, and C. Della Coletta

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1501–1508, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1501-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1501-2023, 2023

DIRECT GEOREFERENCING APPROACHES FOR CLOSE-RANGE AND UAV PHOTOGRAMMETRY IN THE BUILT HERITAGE DOMAIN

L. Teppati Losè, F. Chiabrando, and P. Maschio

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1557–1564, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1557-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1557-2023, 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 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

DOCUMENTATION OF COMPLEX ENVIRONMENTS IN CULTURAL HERITAGE SITES. A SLAM-BASED SURVEY IN THE CASTELLO DEL VALENTINO BASEMENT

B. Tanduo, L. Teppati Losè, and F. Chiabrando

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 489–496, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-489-2023,https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-489-2023, 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

MODELLING COLOUR ABSORPTION OF UNDERWATER IMAGES USING SFM-MVS GENERATED DEPTH MAPS

M. Vlachos, A. Calantropio, D. Skarlatos, and F. Chiabrando

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 959–966, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-959-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-959-2022, 2022

3D DOCUMENTATION TOWARDS HERITAGE CONSERVATION: A RAPID MAPPING APPROACH APPLIED TO BAHRAIN FORTS

F. Chiabrando, G. Patrucco, F. Rinaudo, G. Sammartano, V. Scolamiero, O. Vileikis, and M. Hasaltun Wosinski

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 769–776, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-769-2022,https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-769-2022, 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

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

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