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ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XI-2-2026
https://doi.org/10.5194/isprs-annals-XI-2-2026-439-2026
© Author(s) 2026. 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-XI-2-2026-439-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
03 Jul 2026
| 03 Jul 2026
From Pixels to Polylines: Extracting City-scale Vectorized Roof Structures with Line Segment Detection Networks
Mehmet Büyükdemircioğlu
3D Optical Metrology (3DOM) Unit, Bruno Kessler Foundation (FBK), Trento, Italy
Fabio Remondino
3D Optical Metrology (3DOM) Unit, Bruno Kessler Foundation (FBK), Trento, Italy
Martin Kada
Technische Universität Berlin, Institute of Geodesy and Geoinformation Science, Berlin, Germany
Sultan Kocaman
GeoPlato Engineering Inc., Bilkent Cyberpark, Ankara 06450, Türkiye
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 445–451, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-445-2024, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-445-2024, 2024
E. Oniga, B. Boroianu, L. Morelli, F. Remondino, and M. Macovei
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 333–339, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-333-2024, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-333-2024, 2024
L. Morelli, F. Ioli, F. Maiwald, G. Mazzacca, F. Menna, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 309–316, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-309-2024, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-309-2024, 2024
E. M. Farella, S. Rigon, F. Remondino, A. Stan, G. Ioannidis, S. Münster, M. Medici, F. Maietti, and A. Sánchez
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 197–204, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-197-2024, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-197-2024, 2024
A. Elalailyi, L. Perfetti, F. Fassi, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 189–195, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-189-2024, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-189-2024, 2024
M. Codiglione, G. Mazzacca, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 119–125, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-119-2024, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-119-2024, 2024
M. Chizhova, J. Pan, T. Luhmann, A. Karami, F. Menna, F. Remondino, M. Hess, and T. Eißing
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 103–110, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-103-2024, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-103-2024, 2024
M. Bassier, G. Mazzacca, R. Battisti, S. Malek, and F. Remondino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 49–56, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-49-2024, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-49-2024, 2024
M. Avena, G. Patrucco, F. Remondino, and A. Spanò
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-W4-2024, 25–31, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-25-2024, https://doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-25-2024, 2024
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
Y. Yadav, B. Alsadik, F. Nex, F. Remondino, and P. Glira
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
M. Kada
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W4-2022, 61–66, https://doi.org/10.5194/isprs-archives-XLVIII-4-W4-2022-61-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W4-2022-61-2022, 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
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. Buyukdemircioglu, S. Kocaman, and M. Kada
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 359–366, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-359-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-359-2022, 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
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
M. Buyukdemircioglu, R. Can, S. Kocaman, and M. Kada
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 211–218, https://doi.org/10.5194/isprs-annals-V-2-2022-211-2022, https://doi.org/10.5194/isprs-annals-V-2-2022-211-2022, 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
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
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
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
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
M. Kada and D. Kuramin
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W4-2021, 91–96, https://doi.org/10.5194/isprs-archives-XLVI-4-W4-2021-91-2021, https://doi.org/10.5194/isprs-archives-XLVI-4-W4-2021-91-2021, 2021
S. Hensel, S. Goebbels, and M. Kada
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W4-2021, 85–90, https://doi.org/10.5194/isprs-archives-XLVI-4-W4-2021-85-2021, https://doi.org/10.5194/isprs-archives-XLVI-4-W4-2021-85-2021, 2021
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
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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