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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLIII-B2-2021
https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-201-2021
© 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-B2-2021-201-2021
© 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
SEMANTIC SEGMENTATION FOR BUILDING FAÇADE 3D POINT CLOUD FROM 2D ORTHOPHOTO IMAGES USING TRANSFER LEARNING
A. Murtiyoso
Université de Strasbourg, INSA Strasbourg, CNRS, ICube Laboratory UMR 7357, Photogrammetry and Geomatics Group, 67000 Strasbourg, France
C. Lhenry
Université de Strasbourg, INSA Strasbourg, CNRS, ICube Laboratory UMR 7357, Photogrammetry and Geomatics Group, 67000 Strasbourg, France
T. Landes
Université de Strasbourg, INSA Strasbourg, CNRS, ICube Laboratory UMR 7357, Photogrammetry and Geomatics Group, 67000 Strasbourg, France
P. Grussenmeyer
Université de Strasbourg, INSA Strasbourg, CNRS, ICube Laboratory UMR 7357, Photogrammetry and Geomatics Group, 67000 Strasbourg, France
E. Alby
Université de Strasbourg, INSA Strasbourg, CNRS, ICube Laboratory UMR 7357, Photogrammetry and Geomatics Group, 67000 Strasbourg, France
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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
C. Gourguechon, H. Macher, and T. Landes
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 193–200, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-193-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-193-2022, 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
H. Macher and T. Landes
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 425–431, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-425-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-425-2022, 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
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
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
E. Alby
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 17–21, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-17-2021, https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-17-2021, 2021
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
H. Macher, L. Roy, and T. Landes
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 193–200, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-193-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-193-2021, 2021
V. Alteirac, H. Macher, and T. Landes
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 289–296, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-289-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-289-2021, 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
S. Del Pozo, T. Landes, F. Nerry, P. Kastendeuch, G. Najjar, N. Philipps, and S. Lagüela
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 391–398, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-391-2021, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-391-2021, 2021
T. A. Gasica, F. Bioresita, and A. Murtiyoso
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 55–59, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-55-2020, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-55-2020, 2020
E. Alby, V. Desbiolles, and M. Lecocq
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 1347–1353, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-1347-2020, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-1347-2020, 2020
F. Matrone, A. Lingua, R. Pierdicca, E. S. Malinverni, M. Paolanti, E. Grilli, F. Remondino, A. Murtiyoso, and T. Landes
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 1419–1426, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-1419-2020, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-1419-2020, 2020
H. Macher, T. Landes, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 287–292, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-287-2020, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-287-2020, 2020
N. Börlin, A. Murtiyoso, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 737–744, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-737-2020, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-737-2020, 2020
D. Abate and A. Murtiyoso
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 1–8, https://doi.org/10.5194/isprs-archives-XLII-2-W17-1-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W17-1-2019, 2019
N. Börlin, A. Murtiyoso, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 69–75, https://doi.org/10.5194/isprs-archives-XLII-2-W17-69-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W17-69-2019, 2019
A. Murtiyoso, P. Grussenmeyer, and D. Suwardhi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 225–232, https://doi.org/10.5194/isprs-archives-XLII-2-W17-225-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W17-225-2019, 2019
D. Suwardhi, S. W. Trisyanti, L. Kamal, H. A. Permana, A. Murtiyoso, and K. N. Fauzan
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 347–354, https://doi.org/10.5194/isprs-archives-XLII-2-W17-347-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W17-347-2019, 2019
S. W. Trisyanti, D. Suwardhi, A. Murtiyoso, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W17, 371–375, https://doi.org/10.5194/isprs-archives-XLII-2-W17-371-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W17-371-2019, 2019
Q. Semler, D. Suwardhi, E. Alby, A. Murtiyoso, and H. Macher
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 1083–1087, https://doi.org/10.5194/isprs-archives-XLII-2-W15-1083-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W15-1083-2019, 2019
H. Macher, M. Boudhaim, P. Grussenmeyer, M. Siroux, and T. Landes
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 719–725, https://doi.org/10.5194/isprs-archives-XLII-2-W15-719-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W15-719-2019, 2019
A. Murtiyoso and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 821–827, https://doi.org/10.5194/isprs-archives-XLII-2-W15-821-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W15-821-2019, 2019
A. Murtiyos, P. Grussenmeyer, D. Suwardhi, W. A. Fadilah, H. A. Permana, and D. Wicaksono
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 829–834, https://doi.org/10.5194/isprs-archives-XLII-2-W15-829-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W15-829-2019, 2019
V. Girardet, P. Grussenmeyer, O. Reis, J. Kieffer, S. Guillemin, and E. Moisan
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 527–532, https://doi.org/10.5194/isprs-archives-XLII-2-W15-527-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W15-527-2019, 2019
R. Assi, T. Landes, A. Murtiyoso, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 133–138, https://doi.org/10.5194/isprs-archives-XLII-2-W15-133-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W15-133-2019, 2019
E. Alby, E. Vigouroux, and R. Elter
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 41–47, https://doi.org/10.5194/isprs-archives-XLII-2-W15-41-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W15-41-2019, 2019
O. Al Khalil and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W15, 55–62, https://doi.org/10.5194/isprs-archives-XLII-2-W15-55-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W15-55-2019, 2019
R. Assi, T. Landes, H. Macher, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 747–752, https://doi.org/10.5194/isprs-archives-XLII-2-W13-747-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-747-2019, 2019
A. Murtiyoso and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W9, 523–528, https://doi.org/10.5194/isprs-archives-XLII-2-W9-523-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W9-523-2019, 2019
N. Börlin, A. Murtiyoso, P. Grussenmeyer, F. Menna, and E. Nocerino
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 133–140, https://doi.org/10.5194/isprs-archives-XLII-2-133-2018, https://doi.org/10.5194/isprs-archives-XLII-2-133-2018, 2018
E. Lachat, T. Landes, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 551–558, https://doi.org/10.5194/isprs-archives-XLII-2-551-2018, https://doi.org/10.5194/isprs-archives-XLII-2-551-2018, 2018
Y. A. Lumban-Gaol, A. Murtiyoso, and B. H. Nugroho
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 623–628, https://doi.org/10.5194/isprs-archives-XLII-2-623-2018, https://doi.org/10.5194/isprs-archives-XLII-2-623-2018, 2018
F. Menna, E. Nocerino, P. Drap, F. Remondino, A. Murtiyoso, P. Grussenmeyer, and N. Börlin
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 699–705, https://doi.org/10.5194/isprs-archives-XLII-2-699-2018, https://doi.org/10.5194/isprs-archives-XLII-2-699-2018, 2018
A. Murtiyoso and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 745–751, https://doi.org/10.5194/isprs-archives-XLII-2-745-2018, https://doi.org/10.5194/isprs-archives-XLII-2-745-2018, 2018
X. Yang, M. Koehl, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 1213–1218, https://doi.org/10.5194/isprs-archives-XLII-2-1213-2018, https://doi.org/10.5194/isprs-archives-XLII-2-1213-2018, 2018
A. Murtiyoso, P. Grussenmeyer, and N. Börlin
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W8, 171–177, https://doi.org/10.5194/isprs-archives-XLII-2-W8-171-2017, https://doi.org/10.5194/isprs-archives-XLII-2-W8-171-2017, 2017
H. Macher, P. Grussenmeyer, T. Landes, G. Halin, C. Chevrier, and O. Huyghe
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W5, 489–495, https://doi.org/10.5194/isprs-archives-XLII-2-W5-489-2017, https://doi.org/10.5194/isprs-archives-XLII-2-W5-489-2017, 2017
E. Alby, P. Grussenmeyer, L. Bitard, S. Guillemin, V. Brunet-Gaston, C. Gaston, and R. Rougier
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W5, 15–20, https://doi.org/10.5194/isprs-archives-XLII-2-W5-15-2017, https://doi.org/10.5194/isprs-archives-XLII-2-W5-15-2017, 2017
P. Grussenmeyer and O. Al Khalil
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W5, 295–301, https://doi.org/10.5194/isprs-archives-XLII-2-W5-295-2017, https://doi.org/10.5194/isprs-archives-XLII-2-W5-295-2017, 2017
E. Lachat, T. Landes, and P. Grussenmeyer
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W5, 427–434, https://doi.org/10.5194/isprs-archives-XLII-2-W5-427-2017, https://doi.org/10.5194/isprs-archives-XLII-2-W5-427-2017, 2017
A. Murtiyoso, M. Koehl, P. Grussenmeyer, and T. Freville
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W2, 163–170, https://doi.org/10.5194/isprs-annals-IV-2-W2-163-2017, https://doi.org/10.5194/isprs-annals-IV-2-W2-163-2017, 2017
A. Murtiyoso, P. Grussenmeyer, S. Guillemin, and G. Prilaux
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W2, 171–177, https://doi.org/10.5194/isprs-annals-IV-2-W2-171-2017, https://doi.org/10.5194/isprs-annals-IV-2-W2-171-2017, 2017
A. Murtiyoso, P. Grussenmeyer, and T. Freville
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W3, 519–526, https://doi.org/10.5194/isprs-archives-XLII-2-W3-519-2017, https://doi.org/10.5194/isprs-archives-XLII-2-W3-519-2017, 2017
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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