- Article
(5680 KB) - Metadata XML
- October 22, 2025
- |
- Home
- |
- Sitemap
- |
- The ISPRS Foundation
- |
- 𝕏
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLIII-B3-2021
https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-223-2021
© Author(s) 2021. 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-archives-XLIII-B3-2021-223-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
28 Jun 2021
| 28 Jun 2021
A COMPARATIVE STUDY OF POINT CLOUDS SEMANTIC SEGMENTATION USING THREE DIFFERENT NEURAL NETWORKS ON THE RAILWAY STATION DATASET
Y. A. Lumban-Gaol
Faculty of Architecture and the Built Environment, Delft University of Technology, The Netherlands
Geospatial Information Agency (BIG), Jl. Raya Jakarta-Bogor Cibinong, Indonesia
Z. Chen
Faculty of Architecture and the Built Environment, Delft University of Technology, The Netherlands
M. Smit
Faculty of Architecture and the Built Environment, Delft University of Technology, The Netherlands
X. Li
Faculty of Architecture and the Built Environment, Delft University of Technology, The Netherlands
M. A. Erbaşu
Faculty of Architecture and the Built Environment, Delft University of Technology, The Netherlands
E. Verbree
Faculty of Architecture and the Built Environment, Delft University of Technology, The Netherlands
J. Balado
Faculty of Architecture and the Built Environment, Delft University of Technology, The Netherlands
M. Meijers
Faculty of Architecture and the Built Environment, Delft University of Technology, The Netherlands
N. van der Vaart
Esri Nederland, The Netherlands
Related authors
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
Y. A. Lumban-Gaol, K. A. Ohori, and R. Y. Peters
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 201–207, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-201-2021, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-201-2021, 2021
Citra Andinasari, Peter van Oosteroom, and Edward Verbree
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W15-2025, 9–16, https://doi.org/10.5194/isprs-archives-XLVIII-4-W15-2025-9-2025, https://doi.org/10.5194/isprs-archives-XLVIII-4-W15-2025-9-2025, 2025
Amin Gholami, Pawel Boguslawski, Martijn Meijers, and Peter van Oosterom
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 513–519, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-513-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-513-2025, 2025
Yingwen Yu, Edward Verbree, Peter van Oosterom, and Uta Pottgiesser
AGILE GIScience Ser., 6, 51, https://doi.org/10.5194/agile-giss-6-51-2025, https://doi.org/10.5194/agile-giss-6-51-2025, 2025
Jesús Balado and Izabela Gołębiowska
Abstr. Int. Cartogr. Assoc., 8, 5, https://doi.org/10.5194/ica-abs-8-5-2024, https://doi.org/10.5194/ica-abs-8-5-2024, 2024
Cristian Español-Alfonso, Jesús Balado, Mario Soilán, and Joaquín Martínez-Sánchez
Abstr. Int. Cartogr. Assoc., 7, 36, https://doi.org/10.5194/ica-abs-7-36-2024, https://doi.org/10.5194/ica-abs-7-36-2024, 2024
Rubén Fernández-Abeijón, Jesús Balado, Francisco J. García-Corbeira, and Lucía Diaz-Vilariño
Abstr. Int. Cartogr. Assoc., 7, 39, https://doi.org/10.5194/ica-abs-7-39-2024, https://doi.org/10.5194/ica-abs-7-39-2024, 2024
Juan C. Navares-Vázquez, Silvia M. González-Collazo, Pedro Arias, and Jesús Balado
Abstr. Int. Cartogr. Assoc., 7, 115, https://doi.org/10.5194/ica-abs-7-115-2024, https://doi.org/10.5194/ica-abs-7-115-2024, 2024
Lucía Díaz-Vilariño and Jesús Balado
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W5-2024, 349–350, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-349-2024, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-349-2024, 2024
Lucía Díaz-Vilariño and Jesús Balado
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W11-2024, 189–190, https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-189-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-189-2024, 2024
Jesús Balado and Mercedes Solla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W5-2024, 41–48, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-41-2024, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-41-2024, 2024
Ahmed Elseicy, Mercedes Solla, Jesús Balado, Alex Alonso-Díaz, and Juan Luis Rodríguez
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W5-2024, 155–161, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-155-2024, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-155-2024, 2024
Silvia M. González-Collazo, Mercedes Solla, Elena González, Juan L. Rodríguez-Somoza, and Jesús Balado
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W5-2024, 187–194, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-187-2024, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-187-2024, 2024
Amin Gholami, Pawel Boguslawski, Martijn Meijers, and Peter van Oosterom
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W11-2024, 25–32, https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-25-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-25-2024, 2024
Abdul Nurunnabi, Felicia Teferle, Ana Novo, Jesús Balado, and Emmett Ientilucci
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W11-2024, 81–88, https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-81-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-81-2024, 2024
Algan Mert Yasar, Robert Voûte, and Edward Verbree
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W11-2024, 175–181, https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-175-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-175-2024, 2024
S. M. González-Collazo, J. Balado, R. M. Túñez-Alcalde, I. Garrido, H. Lorenzo, and L. Díaz-Vilariño
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 197–204, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-197-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-197-2024, 2024
S. M. González-Collazo, N. Canedo-González, E. González, and J. Balado
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 205–211, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-205-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-205-2024, 2024
V. González, S. M. González-Collazo, J. Balado, A. Fernández, and L. Díaz-Vilariño
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 641–647, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-641-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-641-2023, 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
J. Balado and G. Nguyen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 107–114, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-107-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-107-2023, 2023
S. González-Domínguez, J. Balado, A. Novo, and P. Arias
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 555–560, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-555-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-555-2023, 2023
Vincent van Altena, Daan Rijnberk, Marieke Kuijer, Jolijn Jansen, Ebelien Min, Aafke van Welbergen, Tamara Visser, Niels van der Vaart, and Julian Nauta
Proc. Int. Cartogr. Assoc., 5, 22, https://doi.org/10.5194/ica-proc-5-22-2023, https://doi.org/10.5194/ica-proc-5-22-2023, 2023
Ioannis Dardavesis, Edward Verbree, and Azarakhsh Rafiee
AGILE GIScience Ser., 4, 4, https://doi.org/10.5194/agile-giss-4-4-2023, https://doi.org/10.5194/agile-giss-4-4-2023, 2023
Sibe van den Beukel, Edward Verbree, and Peter van Oosterom
AGILE GIScience Ser., 4, 47, https://doi.org/10.5194/agile-giss-4-47-2023, https://doi.org/10.5194/agile-giss-4-47-2023, 2023
R. Rashdi, J. Balado, J. M. Sánchez, and P. Arias
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 423–429, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-423-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-423-2023, 2023
A. Nurunnabi, N. Teferle, J. Balado, M. Chen, F. Poux, and C. Sun
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-3-W2-2022, 43–50, https://doi.org/10.5194/isprs-archives-XLVIII-3-W2-2022-43-2022, https://doi.org/10.5194/isprs-archives-XLVIII-3-W2-2022-43-2022, 2022
S. M. González-Collazo, J. Balado, E. González, H. Lorenzo, and L. Díaz-Vilariño
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W2-2022, 77–82, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-77-2022, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-77-2022, 2022
M. Meijers
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W2-2022, 193–200, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-193-2022, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-193-2022, 2022
Silvia María González-Collazo, Jesús Balado, and Elena González
Abstr. Int. Cartogr. Assoc., 5, 49, https://doi.org/10.5194/ica-abs-5-49-2022, https://doi.org/10.5194/ica-abs-5-49-2022, 2022
L. Díaz-Vilariño, H. Tran, E. Frías, J. Balado, and K. Khoshelham
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 303–308, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-303-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-303-2022, 2022
D. Treccani, J. Balado, A. Fernández, A. Adami, and L. Díaz-Vilariño
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 321–326, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-321-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-321-2022, 2022
S. M. González-Collazo, J. Balado, E. González, and M. Soilán
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 1009–1016, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1009-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1009-2022, 2022
A. Novo, H. González-Jorge, J. Martínez-Sánchez, and J. Balado
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 959–966, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-959-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-959-2022, 2022
I. Apra, C. Bachert, C. Cáceres Tocora, Ö. Tufan, O. Veselý, and E. Verbree
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W4-2021, 33–37, https://doi.org/10.5194/isprs-archives-XLVI-4-W4-2021-33-2021, https://doi.org/10.5194/isprs-archives-XLVI-4-W4-2021-33-2021, 2021
J. Balado, P. van Oosterom, L. Díaz-Vilariño, and H. Lorenzo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., VIII-4-W2-2021, 53–58, https://doi.org/10.5194/isprs-annals-VIII-4-W2-2021-53-2021, https://doi.org/10.5194/isprs-annals-VIII-4-W2-2021-53-2021, 2021
H. Liu, P. Van Oosterom, B. Mao, M. Meijers, and R. Thompson
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2021, 367–374, https://doi.org/10.5194/isprs-archives-XLIII-B4-2021-367-2021, https://doi.org/10.5194/isprs-archives-XLIII-B4-2021-367-2021, 2021
J. Balado, P. van Oosterom, L. Díaz-Vilariño, and P. Arias
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 123–130, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-123-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-123-2021, 2021
Y. A. Lumban-Gaol, K. A. Ohori, and R. Y. Peters
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 201–207, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-201-2021, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-201-2021, 2021
J. Balado, M. Soilán, L. Díaz-Vilariño, and P. van Oosterom
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 145–151, https://doi.org/10.5194/isprs-annals-V-2-2021-145-2021, https://doi.org/10.5194/isprs-annals-V-2-2021-145-2021, 2021
B.-P. Smit, R. Voûte, and E. Verbree
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2021, 209–216, https://doi.org/10.5194/isprs-annals-V-4-2021-209-2021, https://doi.org/10.5194/isprs-annals-V-4-2021-209-2021, 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.
Useful Links
Useful External Links
Our Contact
c/o
Leibniz University Hannover
Institute of Photogrammetry and GeoInformation
Nienburger Str. 1
D-30167 Hannover
GERMANY
Email: isprs-sg@isprs.org