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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLVIII-1/W2-2023
https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1659-2023
© Author(s) 2023. 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-W2-2023-1659-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
14 Dec 2023
| 14 Dec 2023
SEMANTIC ENRICHMENT OF 3D POINT CLOUDS USING 2D IMAGE SEGMENTATION
Department of Civil Engineering, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand, India
N. Srivastava
Department of Civil Engineering, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand, India
K. Khoshelham
Department of Infrastructure Engineering, The University of Melbourne, Parkville, Victoria, Australia
K. Jain
Department of Civil Engineering, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand, India
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 1147–1152, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1147-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1147-2022, 2022
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 407–413, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-407-2022, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-407-2022, 2022
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 457–462, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-457-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-457-2022, 2022
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 705–711, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-705-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-705-2022, 2022
M. Radanovic, K. Khoshelham, and C. Fraser
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ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 247–254, https://doi.org/10.5194/isprs-annals-IV-2-W5-247-2019, https://doi.org/10.5194/isprs-annals-IV-2-W5-247-2019, 2019
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ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W4, 371–376, https://doi.org/10.5194/isprs-annals-IV-2-W4-371-2017, https://doi.org/10.5194/isprs-annals-IV-2-W4-371-2017, 2017
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ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W4, 401–406, https://doi.org/10.5194/isprs-annals-IV-2-W4-401-2017, https://doi.org/10.5194/isprs-annals-IV-2-W4-401-2017, 2017
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ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W4, 67–74, https://doi.org/10.5194/isprs-annals-IV-2-W4-67-2017, https://doi.org/10.5194/isprs-annals-IV-2-W4-67-2017, 2017
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