Automated extraction of ground surface along urban roads from mobile laser scanning point clouds

Remote Sensing Letters

Volumn 7, Issue 2, 2016, Pages 170-179

  Wu, Bin ^a,b   Yu, Bailang ^a,b   Huang, Chang ^c   Wu, Qiusheng ^d   Wu, Jianping ^a,b  

^a East China Normal University   (China)

^b EAST CHINA NORMAL UNIVERSITY   (China)

^c NORTHWEST UNIVERSITY   (China)

^d BINGHAMTON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EXTRACTION; LASER APPLICATIONS; SURFACE ANALYSIS;

AUTOMATED EXTRACTION; DIGITAL CITIES; GROUND SURFACES; LASER SCANNING; LASER SCANNING POINT CLOUDS; URBAN STREETS; VEHICLE TRAJECTORIES; VERTICAL PROFILE;

AUTOMATION;

ALGORITHM; AUTOMATION; DATA ACQUISITION; DIGITAL MAPPING; ERROR ANALYSIS; IMAGE PROCESSING; PERFORMANCE ASSESSMENT; REMOTE SENSING; URBAN PLANNING;

EID: 84949883254     PISSN: 2150704X     EISSN: 21507058     Source Type: Journal    
DOI: 10.1080/2150704X.2015.1117156     Document Type: Article

References (19)

1. Biosca, J. M., and, J. L. Lerma. 2008. " Unsupervised Robust Planar Segmentation of Terrestrial Laser Scanner Point Clouds Based on Fuzzy Clustering Methods." ISPRS Journal of Photogrammetry and Remote Sensing 63 (1): 84-98. doi: 10.1016/j.isprsjprs.2007.07.010.
2. Da, T. K. F. 2015. "2D Alpha Shapes." In CGAL User and Reference Manual, edited by CGAL Editorial Board. http://doc.cgal.org/latest/Alpha-shapes-2/index.html
3. Edelsbrunner, H. 2010. " Alpha Shapes-A Survey." In Tessellations in the Sciences; Virtues, Techniques and Applications of Geometric Tilings, edited by R. van de Weijgaert, G. Vegter, J. Ritzerveld, and V. Icke. Heidelberg: Springer Verlag.
4. Edelsbrunner, H., D. Kirkpatrick, and, R. Seidel. 1983. " On the Shape of a Set of Points in the Plane." IEEE Transactions on Information Theory 29 (4): 551-559. doi: 10.1109/TIT.1983.1056714.
5. Hernandez, J., and, B. Marcotegui. 2009. " Filtering of Artifacts and Pavement Segmentation from Mobile LiDAR Data." ISPRS Workshop Laserscanning 2009, Paris, September 1-2.
6. Hu, X., X. Li, and, Y. Zhang. 2013. " Fast Filtering of Lidar Point Cloud in Urban Areas Based on Scan Line Segmentation and GPU Acceleration." IEEE Geoscience and Remote Sensing Letters 10 (2): 308-312. doi: 10.1109/LGRS.2012.2205130.
7. Jaakkola, A., J. Hyyppä, H. Hyyppä, and, A. Kukko. 2008. " Retrieval Algorithms for Road Surface Modelling Using Laser-Based Mobile Mapping." Sensors 8 (9): 5238-5249. doi: 10.3390/s8095238.
8. Lam, J., K. Kusevic, P. Mrstik, R. Harrap, and, M. Greenspan. 2010. " Urban Scene Extraction from Mobile Ground Based LiDAR Data." 3DPVT 2010: 5th International Symposium on 3D Data, Processing, Visualization & Transmission, Paris, May 17-20, 1-8.
9. Lim, S., C. A. Thatcher, J. C. Brock, D. R. Kimbrow, J. J. Danielson, and, B. J. Reynolds. 2013. " Accuracy Assessment of a Mobile Terrestrial Lidar Survey at Padre Island National Seashore." International Journal of Remote Sensing 34 (18): 6355-6366. doi: 10.1080/01431161.2013.800658.
10. Meng, X., N. Currit, and, K. Zhao. 2010. " Ground Filtering Algorithms for Airborne LiDAR Data: A Review of Critical Issues." Remote Sensing 2 (3): 833-860. doi: 10.3390/rs2030833.
11. Munoz, D., J. A. Bagnell, N. Vandapel, and, M. Hebert. 2009. " Contextual Classification with Functional Max-Margin Markov Networks." IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami Beach,. FL, June 20-25, 975-982.
12. Pu, S., M. Rutzinger, G. Vosselman, and, S. O. Elberink. 2011. " Recognizing Basic Structures from Mobile Laser Scanning Data for Road Inventory Studies." ISPRS Journal of Photogrammetry and Remote Sensing 66 (6): S28-S39. doi: 10.1016/j.isprsjprs.2011.08.006.
13. Wu, B., B. Yu, W. Yue, S. Shu, W. Tan, C. Hu, Y. Huang, J. Wu, and, H. Liu. 2013. " A Voxel-Based Method for Automated Identification and Morphological Parameters Estimation of Individual Street Trees from Mobile Laser Scanning Data." Remote Sensing 5 (2): 584-611. doi: 10.3390/rs5020584.
14. Wu, Q., H. Liu, S. Wang, B. Yu, R. Beck, and, K. Hinkel. 2015. " A Localized Contour Tree Method for Deriving Geometric and Topological Properties of Complex Surface Depressions Based on High-Resolution Topographical Data." International Journal of Geographical Information Science 29 (12): 2041-2060.
15. Yang, B., and, L. Fang. 2014. " Automated Extraction of 3-D Railway Tracks from Mobile Laser Scanning Point Clouds." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7 (12): 4750-4761. doi: 10.1109/JSTARS.2014.2312378.
16. Yang, B., L. Fang, and, J. Li. 2013. " Semi-Automated Extraction and Delineation of 3D Roads of Street Scene from Mobile Laser Scanning Point Clouds." ISPRS Journal of Photogrammetry and Remote Sensing 79: 80-93. doi: 10.1016/j.isprsjprs.2013.01.016.
17. Yu, B., H. Liu, J. Wu, Y. Hu, and, L. Zhang. 2010. " Automated Derivation of Urban Building Density Information Using Airborne Lidar Data and Object-Based Method." Landscape and Urban Planning 98 (3-4): 210-219. doi: 10.1016/j.landurbplan.2010.08.004.
18. Yu, Y., L. Jonathan, H. Guan, C. Wang, and, J. Yu. 2015. " Semiautomated Extraction of Street Light Poles From Mobile LiDAR Point-Clouds." IEEE Transactions on Geoscience and Remote Sensing 53: 1374-1386. doi: 10.1109/TGRS.2014.2338915.
19. Zhou, Y., D. Wang, X. Xie, Y. Ren, G. Li, Y. Deng, and, Z. Wang. 2014. " A Fast and Accurate Segmentation Method for Ordered LiDAR Point Cloud of Large-Scale Scenes." IEEE Geoscience and Remote Sensing Letters 11 (11): 1981-1985. doi: 10.1109/LGRS.2014.2316009.