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ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume V-2-2022
https://doi.org/10.5194/isprs-annals-V-2-2022-317-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-annals-V-2-2022-317-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
17 May 2022
| 17 May 2022
AUTOMATIC TRAINING DATA GENERATION IN DEEP LEARNING-AIDED SEMANTIC SEGMENTATION OF HERITAGE BUILDINGS
A. Murtiyoso
Forest Resources Management Group, Institute of Terrestrial Ecosystems, Department of Environmental Systems Science, ETH Zürich, Switzerland
F. Matrone
Department of Environment, Land and Infrastructure Engineering, Politecnico di Torino, Torino, Italy
M. Martini
Department of Information Engineering, Università Politecnica delle Marche, Ancona, Italy
A. Lingua
Department of Environment, Land and Infrastructure Engineering, Politecnico di Torino, Torino, Italy
P. Grussenmeyer
Université de Strasbourg, CNRS, INSA Strasbourg, ICube Laboratory UMR 7357, Photogrammetry and Geomatics Group, Strasbourg, France
R. Pierdicca
Department of Civil and Building Engineering and Architecture, Università Politecnica delle Marche, Ancona, Italy
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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
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
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
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
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
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
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
A. Murtiyoso, J. Markiewicz, A. K. Karwel, P. Grussenmeyer, and P. Kot
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 317–323, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-317-2024, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-317-2024, 2024
E. Sommer, M. Koehl, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 405–412, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-405-2024, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-405-2024, 2024
C. Chioni, A. Murtiyoso, S. Favargiotti, and G. A. Massari
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1723–1728, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1723-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1723-2023, 2023
Y. A. Lumban-Gaol, A. Rizaldy, and A. Murtiyoso
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1439–1444, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1439-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1439-2023, 2023
M. Balestra, R. Pierdicca, L. Cesaretti, G. Quattrini, A. Mancini, A. Galli, E. S. Malinverni, S. Casavecchia, and S. Pesaresi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 33–40, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-33-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-33-2023, 2023
R. Pierdicca, L. Nepi, A. Mancini, E. S. Malinverni, and M. Balestra
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 1089–1096, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-1089-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-1089-2023, 2023
C. R. Fol, A. Murtiyoso, D. Kükenbrink, F. Remondino, and V. C. Griess
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W3-2023, 55–61, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-55-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-55-2023, 2023
A. Murtiyoso, J. Markiewicz, A. K. Karwel, and P. Kot
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W3-2023, 115–121, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-115-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-115-2023, 2023
A. Murtiyoso and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1113–1118, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1113-2023, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1113-2023, 2023
E. Pellis, A. Masiero, P. Grussenmeyer, M. Betti, and G. Tucci
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1189–1196, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1189-2023, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1189-2023, 2023
R. Pierdicca, L. Gorgoglione, M. Martuscelli, and S. Usmanov
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1225–1232, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1225-2023, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1225-2023, 2023
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
D. Abate, A. Agapiou, K. Toumbas, A. Lampropoulos, K. Petrides, R. Pierdicca, M. Paolanti, F. Di Stefano, A. Felicetti, E. S. Malinverni, and P. Zingaretti
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 3–10, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-3-2023, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-3-2023, 2023
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
E. Balloni, L. Gorgoglione, M. Paolanti, A. Mancini, and R. Pierdicca
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 155–162, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-155-2023, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-155-2023, 2023
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
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
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
F. Di Stefano, R. Pierdicca, E. S. Malinverni, A. Corneli, and B. Naticchia
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 131–138, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-131-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-131-2023, 2023
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
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
E. Pellis, A. Masiero, I. Cortesi, G. Tucci, M. Betti, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 379–386, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-379-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-379-2023, 2023
E. Barçon, T. Landes, P. Grussenmeyer, and G. Berson
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 7–14, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-7-2022, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-7-2022, 2022
C. R. Fol, A. Murtiyoso, and V. C. Griess
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 95–99, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-95-2022, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-95-2022, 2022
R. Haenel, Q. Semler, E. Semin, P. Grussenmeyer, and S. Tabbone
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 101–108, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-101-2022, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-101-2022, 2022
A. Murtiyoso, H. Hristova, N. Rehush, and V. C. Griess
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 185–190, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-185-2022, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-185-2022, 2022
A. H. Qureshi, W. S. Alaloul, A. Murtiyoso, S. J. Hussain, S. Saad, and V. K. Oad
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 215–220, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-215-2022, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-215-2022, 2022
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
Roberto Pierdicca and Marina Paolanti
Geosci. Instrum. Method. Data Syst., 11, 195–218, https://doi.org/10.5194/gi-11-195-2022, https://doi.org/10.5194/gi-11-195-2022, 2022
Short summary
Short summary
For the processing of geomatics data, artificial intelligence (AI) offers overwhelming opportunities. The integration of AI approaches in geomatics has developed into the concept of geospatial artificial intelligence (GeoAI), which is a new paradigm for geographic knowledge discovery and beyond. This contribution outlines AI-based techniques for analysing and interpreting complex geomatics data. How AI approaches have been exploited for the interpretation of geomatic data is explained.
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
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
A. H. Qureshi, W. S. Alaloul, A. Murtiyoso, S. Saad, and B. Manzoor
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 141–146, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-141-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-141-2022, 2022
R. Haenel, Q. Semler, E. Semin, P. Grussenmeyer, and E. Alby
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 201–208, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-201-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-201-2022, 2022
E. Barçon, T. Landes, P. Grussenmeyer, and G. Berson
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 351–358, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-351-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-351-2022, 2022
D. Abate, M. Paolanti, R. Pierdicca, A. Lampropoulos, K. Toumbas, A. Agapiou, S. Vergis, E. Malinverni, K. Petrides, A. Felicetti, and P. Zingaretti
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 729–736, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-729-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-729-2022, 2022
E. Pellis, A. Murtiyoso, A. Masiero, G. Tucci, M. Betti, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 861–867, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-861-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-861-2022, 2022
C. R. Fol, A. Murtiyoso, and V. C. Griess
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 989–994, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-989-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-989-2022, 2022
L. Roy, C. Marchand, T. Landes, H. Macher, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 691–697, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-691-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-691-2022, 2022
M. Balestra, S. Chiappini, A. Vitali, E. Tonelli, F. Malandra, A. Galli, C. Urbinati, E. S. Malinverni, and R. Pierdicca
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 833–839, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-833-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-833-2022, 2022
A. Murtiyoso and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 389–393, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-389-2022, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-389-2022, 2022
E. Pellis, A. Murtiyoso, A. Masiero, G. Tucci, M. Betti, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 429–434, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-429-2022, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-429-2022, 2022
A. Murtiyoso and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 487–491, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-487-2021, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-487-2021, 2021
A. Murtiyoso, D. Suwardhi, P. Grussenmeyer, W. A. Fadilah, K. N. Fauzan, S. W. Trisyanti, Brahmantara, and H. Macher
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 493–497, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-493-2021, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-493-2021, 2021
E. Pellis, A. Masiero, G. Tucci, M. Betti, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 539–546, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-539-2021, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-539-2021, 2021
A. Calantropio, F. Chiabrando, J. Comino, A. M. Lingua, P. F. Maschio, and T. Juskauskas
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B5-2021, 65–72, https://doi.org/10.5194/isprs-archives-XLIII-B5-2021-65-2021, https://doi.org/10.5194/isprs-archives-XLIII-B5-2021-65-2021, 2021
L. Teppati Losè, F. Chiabrando, F. Giulio Tonolo, and A. Lingua
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 727–734, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-727-2021, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-727-2021, 2021
A. Murtiyoso, C. Lhenry, T. Landes, P. Grussenmeyer, and E. Alby
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 201–206, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-201-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-201-2021, 2021
K. N. Fauzan, D. Suwardhi, A. Murtiyoso, I. Gumilar, and T. P. Sidiq
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 503–510, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-503-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-503-2021, 2021
A. Murtiyoso, P. Grussenmeyer, T. Landes, and H. Macher
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 599–604, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-599-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-599-2021, 2021
The International Society for Photogrammetry and Remote Sensing is a non-governmental organization devoted to the development of international cooperation for the advancement of photogrammetry and remote sensing and their applications. The Society operates without any discrimination on grounds of race, religion, nationality, or political philosophy.
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