Classifier-Free Extraction of Power Line Wires from Point Cloud Data
作者： Mohammad Awrangjeb , Yongsheng Gao , Guojun Lu
DOI: 10.1109/DICTA.2018.8615869
关键词:
摘要: This paper proposes a classifier-free method for extraction of power line wires from aerial point cloud data. It combines the advantages both grid- and point-based processing input In addition to non-ground data, proposed includes pylon locations, which are automatically extracted by previous method. The first counts number in span between two successive pylons using masks: vertical horizontal. Then, initial wire segments obtained refined iteratively. Finally, extended on ends each individual points modelled as 3D polynomial curve. Experimental results show object-based completeness correctness 97%, while 99% 88%, respectively.
sci-hub.se 参考文章(11)
F. Rottensteiner, S. Clode, Classification of trees and powerlines from medium resolution airborne laserscanner data in urban environments APRS Workshop on Digital Image Computing 2005 (WDIC2005). ,vol. 1, pp. 97- 102 ,(2005)
Yunping Chen, Yang Li, Huixiong Zhang, Ling Tong, Yongxing Cao, Zhihang Xue, Automatic power line extraction from high resolution remote sensing imagery based on an improved Radon transform Pattern Recognition. ,vol. 49, pp. 174- 186 ,(2016) , 10.1016/J.PATCOG.2015.07.004
Lingli Zhu, Juha Hyyppä, Fully-Automated Power Line Extraction from Airborne Laser Scanning Point Clouds in Forest Areas Remote Sensing. ,vol. 6, pp. 11267- 11282 ,(2014) , 10.3390/RS61111267
Mohammad Awrangjeb, Chunsun Zhang, Clive S. Fraser, Automatic extraction of building roofs using LIDAR data and multispectral imagery Isprs Journal of Photogrammetry and Remote Sensing. ,vol. 83, pp. 1- 18 ,(2013) , 10.1016/J.ISPRSJPRS.2013.05.006
Mohammad Awrangjeb, Clive Fraser, Automatic Segmentation of Raw LIDAR Data for Extraction of Building Roofs Remote Sensing. ,vol. 6, pp. 3716- 3751 ,(2014) , 10.3390/RS6053716
Anja Vrečko, Dejan Grigillo, Mojca Kosmatin Fras, Samo Ozvaldič, Extraction of power lines from airborne and terrestrial laser scanning data using the hough transform Zveza geodetov Slovenije. ,(2015)
G. Sohn, Y. Jwa, H. B. Kim, AUTOMATIC 3D POWERLINE RECONSTRUCTION USING AIRBORNE LiDAR DATA ,(2009)
Heungsik B. Kim, Gunho Sohn, Point-based Classification of Power Line Corridor Scene Using Random Forests Photogrammetric Engineering and Remote Sensing. ,vol. 79, pp. 821- 833 ,(2013) , 10.14358/PERS.79.9.821
Werner Benger, Marcel Ritter, Reconstructing power cables from LIDAR data using eigenvector streamlines of the point distribution tensor field international conference in central europe on computer graphics and visualization. ,vol. 20, pp. 223- 230 ,(2012)
Yanjun Wang, Qi Chen, Lin Liu, Dunyong Zheng, Chaokui Li, Kai Li, Supervised Classification of Power Lines from Airborne LiDAR Data in Urban Areas Remote Sensing. ,vol. 9, pp. 771- ,(2017) , 10.3390/RS9080771