Chinese Journal of Lasers, Volume. 45, Issue 10, 1004001(2018)
Three-Dimensional Point Cloud Classification of Large Outdoor Scenes Based on Vertical Slice Sampling and Centroid Distance Histogram
[1] Hackel T, Wegner J D, Remote Sensing, Spatial Information Sciences. III-, 3, 177-184(2016).
[2] Weinmann M, Jutzi B, Hinz S et al. Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 105, 286-304(2015).
[3] Xiang B B, Yao J, Lu X F et al. Segmentation-based classification for 3D urban point clouds[C]. IEEE International Conference on Information and Automation, 172-177(2016).
[4] Aijazi A, Checchin P, Trassoudaine L. Segmentation based classification of 3D urban point clouds: a super-voxel based approach with evaluation[J]. Remote Sensing, 5, 1624-1650(2013).
[9] Sallem N K, Devy M. Extended GrabCut for 3D and RGB-D point clouds[C]. International Conference on Advanced Concepts for Intelligent Vision Systems, 354-365(2013).
[10] Green W R, Grobler H. Normal distribution transform graph-based point cloud segmentation[C]. International Conference on Pattern Recognition Association of South Africa and Robotics and Mechatronics, 54-59(2015).
[13] Ester M, Kriegel H P, Sander J et al. A density-based algorithm for discovering clusters a density-based algorithm for discovering clusters in large spatial databases with noise[C]. International Conference on Knowledge Discovery and Data Mining, 226-231(1996).
[14] Huang H, Wang L, Jiang B et al[J]. Precision verification of 3D SLAM backpacked mobile mapping robot Bulletin of Surveying and Mapping, 2016, 68-73.
[15] Yu Z D, Xu C J, Liu J Z et al. Automatic object segmentation from large scale 3D urban point clouds through manifold embedded mode seeking[C]. Proceedings of the 19th ACM International Conference on Multimedia, 1297-1300(2011).
[16] Wohlkinger W, Vincze M. Ensemble of shape functions for 3D object classification[C]. IEEE International Conference on Robotics and Biomimetics, 2987-2992(2011).
[17] Dalal N, Triggs B. Histograms oforiented gradients for human detection[C]. IEEE Computer Society Conference on Computer Vision & Pattern Recognition, 886-893(2005).
Get Citation
Copy Citation Text
Tong Guofeng, Du Xiance, Li Yong, Chen Huairong, Zhang Qingchun. Three-Dimensional Point Cloud Classification of Large Outdoor Scenes Based on Vertical Slice Sampling and Centroid Distance Histogram[J]. Chinese Journal of Lasers, 2018, 45(10): 1004001
Category: Measurement and metrology
Received: Feb. 3, 2018
Accepted: --
Published Online: Oct. 12, 2018
The Author Email: