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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLII-4/W14
https://doi.org/10.5194/isprs-archives-XLII-4-W14-255-2019
© Author(s) 2019. 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-XLII-4-W14-255-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
23 Aug 2019
| 23 Aug 2019
A MACHINE LEARNING PIPELINE ARTICULATING SATELLITE IMAGERY AND OPENSTREETMAP FOR ROAD DETECTION
M. A. Zurbaran
Dept. of Civil and Environmental Engineering, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano MI, Italy
P. Wightman
Dept. of Systems Engineering, Universidad del Norte, km 5 via Pto. Colombia, Atlántico, Colombia
M. A. Brovelli
Dept. of Civil and Environmental Engineering, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano MI, Italy
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W14, 11–16, https://doi.org/10.5194/isprs-archives-XLII-4-W14-11-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W14-11-2019, 2019
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W14, 23–30, https://doi.org/10.5194/isprs-archives-XLII-4-W14-23-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W14-23-2019, 2019
S. Franceschi, K. Adoch, H. K. Kang, C. Hupy, S. Coetzee, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W14, 49–55, https://doi.org/10.5194/isprs-archives-XLII-4-W14-49-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W14-49-2019, 2019
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W14, 63–70, https://doi.org/10.5194/isprs-archives-XLII-4-W14-63-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W14-63-2019, 2019
S. Jovanovic, D. Carrion, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W14, 119–126, https://doi.org/10.5194/isprs-archives-XLII-4-W14-119-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W14-119-2019, 2019
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W14, 135–141, https://doi.org/10.5194/isprs-archives-XLII-4-W14-135-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W14-135-2019, 2019
D. Oxoli, M. Cannata, V. Terza, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W14, 179–183, https://doi.org/10.5194/isprs-archives-XLII-4-W14-179-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W14-179-2019, 2019
J. F. Toro, D. Carrion, A. Albertella, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W14, 233–238, https://doi.org/10.5194/isprs-archives-XLII-4-W14-233-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W14-233-2019, 2019
Maria Antonia Brovelli, Candan Eylül Kilsedar, and Francesco Frassinelli
Abstr. Int. Cartogr. Assoc., 1, 30, https://doi.org/10.5194/ica-abs-1-30-2019, https://doi.org/10.5194/ica-abs-1-30-2019, 2019
M. A. Brovelli and E. Guilbert
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1493–1494, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1493-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1493-2019, 2019
C. M. Ilie, M. A. Brovelli, and S. Coetzee
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1551–1558, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1551-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1551-2019, 2019
S. Jovanovic, D. Jovanovic, G. Bratic, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1567–1572, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1567-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1567-2019, 2019
D. Oxoli, G. Bratic, H. Wu, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1601–1607, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1601-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1601-2019, 2019
M. A. Brovelli and E. Guilbert
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 533–534, https://doi.org/10.5194/isprs-annals-IV-2-W5-533-2019, https://doi.org/10.5194/isprs-annals-IV-2-W5-533-2019, 2019
C. E. Kilsedar, F. Fissore, F. Pirotti, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W11, 669–673, https://doi.org/10.5194/isprs-archives-XLII-2-W11-669-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W11-669-2019, 2019
G. Bratic, M. E. Molinari, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4, 51–59, https://doi.org/10.5194/isprs-archives-XLII-4-51-2018, https://doi.org/10.5194/isprs-archives-XLII-4-51-2018, 2018
M. A. Brovelli, H. Wu, M. Minghini, M. E. Molinari, C. E. Kilsedar, X. Zheng, P. Shu, and J. Chen
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4, 61–68, https://doi.org/10.5194/isprs-archives-XLII-4-61-2018, https://doi.org/10.5194/isprs-archives-XLII-4-61-2018, 2018
M. E. Molinari, D. Oxoli, C. E. Kilsedar, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4, 439–442, https://doi.org/10.5194/isprs-archives-XLII-4-439-2018, https://doi.org/10.5194/isprs-archives-XLII-4-439-2018, 2018
A. H. Namangaya and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W8, 1–2, https://doi.org/10.5194/isprs-archives-XLII-4-W8-1-2018, https://doi.org/10.5194/isprs-archives-XLII-4-W8-1-2018, 2018
M. A. Brovelli, M. Minghini, M. E. Molinari, H. Wu, X. Zheng, and J. Chen
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W8, 15–22, https://doi.org/10.5194/isprs-archives-XLII-4-W8-15-2018, https://doi.org/10.5194/isprs-archives-XLII-4-W8-15-2018, 2018
M. Minghini, M. A. Brovelli, and F. Frassinelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W8, 147–154, https://doi.org/10.5194/isprs-archives-XLII-4-W8-147-2018, https://doi.org/10.5194/isprs-archives-XLII-4-W8-147-2018, 2018
D. Oxoli, H.-K. Kang, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W8, 171–174, https://doi.org/10.5194/isprs-archives-XLII-4-W8-171-2018, https://doi.org/10.5194/isprs-archives-XLII-4-W8-171-2018, 2018
G. Bratic, M. A. Brovelli, and M. E. Molinari
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3, 87–92, https://doi.org/10.5194/isprs-archives-XLII-3-87-2018, https://doi.org/10.5194/isprs-archives-XLII-3-87-2018, 2018
L. Guida, P. Boccardo, I. Donevski, L. Lo Schiavo, M. E. Molinari, A. Monti-Guarnieri, D. Oxoli, and M. A. Brovelli
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3, 431–436, https://doi.org/10.5194/isprs-archives-XLII-3-431-2018, https://doi.org/10.5194/isprs-archives-XLII-3-431-2018, 2018
D. Oxoli, P. Boccardo, M. A. Brovelli, M. E. Molinari, and A. Monti Guarnieri
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3-W4, 383–388, https://doi.org/10.5194/isprs-archives-XLII-3-W4-383-2018, https://doi.org/10.5194/isprs-archives-XLII-3-W4-383-2018, 2018
C. Arias Muñoz, M. A. Brovelli, C. E. Kilsedar, R. Moreno-Sanchez, and D. Oxoli
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W4, 23–30, https://doi.org/10.5194/isprs-annals-IV-2-W4-23-2017, https://doi.org/10.5194/isprs-annals-IV-2-W4-23-2017, 2017
B. Veenendaal, M. A. Brovelli, S. Li, and I. Ivánová
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W7, 155–160, https://doi.org/10.5194/isprs-archives-XLII-2-W7-155-2017, https://doi.org/10.5194/isprs-archives-XLII-2-W7-155-2017, 2017
M. A. Brovelli, D. Kotzinos, N. Paparoditis, and V. Raghavan
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W2, 1–2, https://doi.org/10.5194/isprs-archives-XLII-4-W2-1-2017, https://doi.org/10.5194/isprs-archives-XLII-4-W2-1-2017, 2017
A. Albertella, M. A. Brovelli, and D. Gonzalez Ferreiro
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W2, 11–17, https://doi.org/10.5194/isprs-archives-XLII-4-W2-11-2017, https://doi.org/10.5194/isprs-archives-XLII-4-W2-11-2017, 2017
M. A. Brovelli, M. Minghini, C. E. Kilsedar, M. Zurbarán, M. Aiello, and M. Gianinetto
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W2, 51–55, https://doi.org/10.5194/isprs-archives-XLII-4-W2-51-2017, https://doi.org/10.5194/isprs-archives-XLII-4-W2-51-2017, 2017
M. Minghini, M. A. Brovelli, D. Vandenbroucke, M. Carbonaro, S. Prüller, M. Painho, G. Martirano, and D. Frigne
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W2, 129–135, https://doi.org/10.5194/isprs-archives-XLII-4-W2-129-2017, https://doi.org/10.5194/isprs-archives-XLII-4-W2-129-2017, 2017
M. A. Brovelli, F. C. Fahl, M. Minghini, and M. E. Molinari
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B7, 913–917, https://doi.org/10.5194/isprs-archives-XLI-B7-913-2016, https://doi.org/10.5194/isprs-archives-XLI-B7-913-2016, 2016
M. A. Brovelli, M. Minghini, and M. E. Molinari
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B7, 919–925, https://doi.org/10.5194/isprs-archives-XLI-B7-919-2016, https://doi.org/10.5194/isprs-archives-XLI-B7-919-2016, 2016
M. A. Brovelli, P. Hogan, G. Prestifilippo, and G. Zamboni
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B2, 563–566, https://doi.org/10.5194/isprs-archives-XLI-B2-563-2016, https://doi.org/10.5194/isprs-archives-XLI-B2-563-2016, 2016
C. Arias Munoz, M. A. Brovelli, S. Corti, and G. Zamboni
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B2, 595–601, https://doi.org/10.5194/isprs-archives-XLI-B2-595-2016, https://doi.org/10.5194/isprs-archives-XLI-B2-595-2016, 2016
M. A. Brovelli, D. Oxoli, and M. A. Zurbarán
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B2, 603–607, https://doi.org/10.5194/isprs-archives-XLI-B2-603-2016, https://doi.org/10.5194/isprs-archives-XLI-B2-603-2016, 2016
M. A. Brovelli, M. Minghini, M. E. Molinari, and M. Molteni
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B2, 609–614, https://doi.org/10.5194/isprs-archives-XLI-B2-609-2016, https://doi.org/10.5194/isprs-archives-XLI-B2-609-2016, 2016
M. A. Brovelli, M. Minghini, M. E. Molinari, and G. Zamboni
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B2, 615–620, https://doi.org/10.5194/isprs-archives-XLI-B2-615-2016, https://doi.org/10.5194/isprs-archives-XLI-B2-615-2016, 2016
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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