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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLVIII-1/W6-2025
https://doi.org/10.5194/isprs-archives-XLVIII-1-W6-2025-91-2025
© Author(s) 2025. 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-XLVIII-1-W6-2025-91-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
31 Dec 2025
| 31 Dec 2025
Exploring modern end-to-end AI-based multi-view 3D reconstruction
June Moh Goo
Department of Civil, Environmental and Geomatic Engineering, University College London, UK
Zichao Zeng
Department of Civil, Environmental and Geomatic Engineering, University College London, UK
Luca Morelli
3D Optical Metrology (3DOM) unit, Bruno Kessler Foundation (FBK), Trento, Italy
Fabio Remondino
3D Optical Metrology (3DOM) unit, Bruno Kessler Foundation (FBK), Trento, Italy
Jan Boehm
Department of Civil, Environmental and Geomatic Engineering, University College London, UK
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 633–640, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-633-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-633-2023, 2023
Z. Zhang, Z. Zeng, and J. Boehm
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 777–783, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-777-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-777-2023, 2023
A. Masiero, L. Morelli, C. Toth, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1127–1133, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1127-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1127-2023, 2023
O. C. Bayrak, F. Remondino, and M. Uzar
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W3-2023, 1–8, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-1-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-1-2023, 2023
R. Beber, G. Perda, N. Takhtkeshha, F. Remondino, T. Maffei, D. Poli, K. Moe, P. Cipriano, and M. Ciliberti
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W3-2023, 9–16, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-9-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-9-2023, 2023
E. M. Farella, F. Remondino, C. Cahalane, R. Qin, A. M. Loghin, M. Di Tullio, N. Haala, and J. Mills
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W3-2023, 47–54, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-47-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-47-2023, 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
F. Nex, N. Zhang, F. Remondino, E. M. Farella, R. Qin, and C. Zhang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W3-2023, 123–130, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-123-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-123-2023, 2023
N. Padkan, P. Trybala, R. Battisti, F. Remondino, and C. Bergeret
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W3-2023, 137–144, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-137-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-137-2023, 2023
O. Roman, E. M. Farella, S. Rigon, F. Remondino, S. Ricciuti, and D. Viesi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W3-2023, 175–182, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-175-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-175-2023, 2023
P. Trybała, P. Kujawa, K. Romańczukiewicz, A. Szrek, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W3-2023, 191–198, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-191-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-191-2023, 2023
Z. Yan, G. Mazzacca, S. Rigon, E. M. Farella, P. Trybala, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W3-2023, 219–226, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-219-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W3-2023-219-2023, 2023
G. Mazzacca, A. Karami, S. Rigon, E. M. Farella, P. Trybala, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1051–1058, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1051-2023, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1051-2023, 2023
O. Roman, M. Avena, E. M. Farella, F. Remondino, and A. Spanò
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 1345–1352, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1345-2023, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-1345-2023, 2023
F. M. La Russa, E. Grilli, F. Remondino, C. Santagati, and M. Intelisano
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-2-2023, 903–910, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-903-2023, https://doi.org/10.5194/isprs-archives-XLVIII-M-2-2023-903-2023, 2023
F. Menna, R. Battisti, E. Nocerino, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 295–302, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-295-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-295-2023, 2023
L. Morelli, F. Ioli, R. Beber, F. Menna, F. Remondino, and A. Vitti
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 317–324, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-317-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-317-2023, 2023
V. E. Oniga, L. Morelli, M. Macovei, C. Chirila, A. I. Breaban, F. Remondino, and P. Sestraș
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 345–352, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-345-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-345-2023, 2023
N. Padkan, R. Battisti, F. Menna, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 363–370, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-363-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-363-2023, 2023
P. Trybała, D. Kasza, J. Wajs, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 517–524, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-517-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-517-2023, 2023
A. Karami, M. Varshosaz, F. Menna, F. Remondino, and T. Luhmann
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W1-2022, 363–370, https://doi.org/10.5194/isprs-annals-X-4-W1-2022-363-2023, https://doi.org/10.5194/isprs-annals-X-4-W1-2022-363-2023, 2023
F. Menna, A. Torresani, R. Battisti, E. Nocerino, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 153–162, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-153-2022, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-153-2022, 2022
L. Morelli, F. Bellavia, F. Menna, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 163–170, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-163-2022, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-163-2022, 2022
L. Morelli, F. Menna, A. Vitti, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 171–176, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-171-2022, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-171-2022, 2022
R. Z. M. Yuen and J. Boehm
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W1-2022, 243–250, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-243-2022, https://doi.org/10.5194/isprs-archives-XLVIII-2-W1-2022-243-2022, 2022
L. Morelli, A. Karami, F. Menna, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W2-2022, 77–84, https://doi.org/10.5194/isprs-archives-XLVIII-2-W2-2022-77-2022, https://doi.org/10.5194/isprs-archives-XLVIII-2-W2-2022-77-2022, 2022
P. Trybała, J. Szrek, F. Remondino, J. Wodecki, and R. Zimroz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W2-2022, 135–142, https://doi.org/10.5194/isprs-archives-XLVIII-2-W2-2022-135-2022, https://doi.org/10.5194/isprs-archives-XLVIII-2-W2-2022-135-2022, 2022
A. Nurunnabi, F. N. Teferle, D. F. Laefer, F. Remondino, I. R. Karas, and J. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W3-2022, 111–118, https://doi.org/10.5194/isprs-archives-XLVIII-4-W3-2022-111-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W3-2022-111-2022, 2022
A. Yilmaz, J. D. Wegner, R. Qin, F. Remondino, T. Fuse, and I. Toschi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 7–7, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-7-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-7-2022, 2022
A. Azimi, A. Hosseininaveh, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 9–14, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-9-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-9-2022, 2022
F. Remondino, L. Morelli, E. Stathopoulou, M. Elhashash, and R. Qin
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 77–84, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-77-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-77-2022, 2022
M. Welponer, E. K. Stathopoulou, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 469–476, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-469-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-469-2022, 2022
A. Karami, R. Battisti, F. Menna, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 695–702, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-695-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-695-2022, 2022
F. Menna, E. Nocerino, S. Malek, F. Remondino, and S. Schiaparelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 935–943, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-935-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-935-2022, 2022
E. M. Farella, L. Morelli, F. Remondino, J. P. Mills, N. Haala, and J. Crompvoets
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 1175–1182, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1175-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1175-2022, 2022
M. V. Peppa, L. Morelli, J. P. Mills, N. T. Penna, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 1183–1190, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1183-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1183-2022, 2022
A. Yilmaz, J. D. Wegner, R. Qin, F. Remondino, T. Fuse, and I. Toschi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 7–7, https://doi.org/10.5194/isprs-annals-V-2-2022-7-2022, https://doi.org/10.5194/isprs-annals-V-2-2022-7-2022, 2022
F. Bellavia, L. Morelli, F. Menna, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 73–80, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-73-2022, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-73-2022, 2022
E. M. Farella, L. Morelli, E. Grilli, S. Rigon, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 215–222, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-215-2022, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-215-2022, 2022
S. Kyriakaki-Grammatikaki, E. K. Stathopoulou, E. Grilli, F. Remondino, and A. Georgopoulos
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 291–298, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-291-2022, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-291-2022, 2022
G. Mazzacca, E. Grilli, G. P. Cirigliano, F. Remondino, and S. Campana
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 365–372, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-365-2022, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-365-2022, 2022
A. Torresani, S. Rigon, E. M. Farella, F. Menna, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 761–768, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-761-2021, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-761-2021, 2021
S. Teruggi, E. Grilli, F. Fassi, and F. Remondino
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., VIII-M-1-2021, 155–162, https://doi.org/10.5194/isprs-annals-VIII-M-1-2021-155-2021, https://doi.org/10.5194/isprs-annals-VIII-M-1-2021-155-2021, 2021
A. Yilmaz, J. D. Wegner, F. Remondino, T. Fuse, and I. Toschi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 7–7, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-7-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-7-2021, 2021
E. Maset, E. Rupnik, M. Pierrot-Deseilligny, F. Remondino, and A. Fusiello
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 33–38, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-33-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-33-2021, 2021
V. Mousavi, M. Varshosaz, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 39–46, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-39-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-39-2021, 2021
E. Sanchez Castillo, D. Griffiths, and J. Boehm
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 223–229, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-223-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-223-2021, 2021
E. K. Stathopoulou, S. Rigon, R. Battisti, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 391–398, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-391-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-391-2021, 2021
E. Grilli, F. Poux, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 471–478, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-471-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-471-2021, 2021
A. Karami, F. Menna, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 519–526, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-519-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-519-2021, 2021
F. Remondino, F. Menna, and L. Morelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 549–556, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-549-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-549-2021, 2021
F. Menna, E. Nocerino, B. Chemisky, F. Remondino, and P. Drap
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 667–672, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-667-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-667-2021, 2021
A. Yilmaz, J. D. Wegner, F. Remondino, T. Fuse, and I. Toschi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 7–7, https://doi.org/10.5194/isprs-annals-V-2-2021-7-2021, https://doi.org/10.5194/isprs-annals-V-2-2021-7-2021, 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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