Laser & Optoelectronics Progress, Volume. 57, Issue 9, 090102(2020)
Automatic Power Line Extraction Method Based on Airborne LiDAR Point Cloud Data
[1] Liu Y, Li Z, Hayward R et al. Classification of airborne lidar intensity data using statistical analysis and hough transform with application to power line corridors. [C]∥2009 Digital Image Computing: Techniques and Applications. December 1-3, 2009, Melbourne, VIC, Australia. New York: IEEE, 462-467(2009).
[3] Sohn G, Jwa Y, Remote Sensing, Spatial Information Sciences. I-, 3, 167-172(2012).
[4] Kim H B, Remote Sensing, Spatial Information Sciences. XXXVIII-, 5/W12, 253-258(2012).
[5] Jwa Y, Sohn G. A piecewise catenary curve model growing for 3D power line reconstruction[J]. Photogrammetric Engineering & Remote Sensing, 78, 1227-1240(2012).
[6] Zhang J X, Lin X G, Ning X G. SVM-based classification of segmented airborne LiDAR point clouds in urban areas[J]. Remote Sensing, 5, 3749-3775(2013).
[7] Jwa Y, Sohn G, Kim H B. Automatic 3D powerline reconstruction using airborne lidar data[J]. IAPRS, 38, 105-110(2009).
[8] Cheng L, Tong L H, Wang Y et al. Extraction of urban power lines from vehicle-borne LiDAR data[J]. Remote Sensing, 6, 3302-3320(2014).
[9] Yu J, Mu C, Feng Y M et al. Powerlines extraction techniques from airborne LiDAR data[J]. Geomatics and Information Science of Wuhan University, 36, 1275-1279(2011).
[10] Chen C, Mai X M, Song S et al. Automatic power lines extraction method from airborne LiDAR point cloud[J]. Geomatics and Information Science of Wuhan University, 40, 1600-1605(2015).
[11] Cover T, Hart P. Nearest neighbor pattern classification[J]. IEEE Transactions on Information Theory, 13, 21-27(1967).
[12] Adams R, Bischof L. Seeded region growing[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 16, 641-647(1994).
[13] Lalonde J F, Vandapel N, Huber D F et al. Natural terrain classification using three-dimensional ladar data for ground robot mobility[J]. Journal of Field Robotics, 23, 839-861(2006).
[14] Brodu N, Lague D. 3D terrestrial lidar data classification of complex natural scenes using a multi-scale dimensionality criterion: applications in geomorphology[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 68, 121-134(2012).
Get Citation
Copy Citation Text
Ye Yang, Hongning Li. Automatic Power Line Extraction Method Based on Airborne LiDAR Point Cloud Data[J]. Laser & Optoelectronics Progress, 2020, 57(9): 090102
Category: Atmospheric Optics and Oceanic Optics
Received: Jul. 21, 2019
Accepted: Sep. 20, 2019
Published Online: May. 6, 2020
The Author Email: Li Hongning (lihongning_ynnu@yahoo.com.cn)