中国激光, 2019, 46 (11): 1109002, 网络出版: 2019-11-09   

建筑物立面点云直线段特征提取方法 下载: 1096次

Straight-Line-Segment Feature-Extraction Method for Building-Facade Point-Cloud Data
李金涛 1,**程效军 1,2,*
作者单位
1 同济大学测绘与地理信息学院, 上海 200092
2 自然资源部现代工程测量重点实验室, 上海 200092
引用该论文

李金涛, 程效军. 建筑物立面点云直线段特征提取方法[J]. 中国激光, 2019, 46(11): 1109002.

Jintao Li, Xiaojun Cheng. Straight-Line-Segment Feature-Extraction Method for Building-Facade Point-Cloud Data[J]. Chinese Journal of Lasers, 2019, 46(11): 1109002.

参考文献

[1] Poreba M, Goulette F. A robust linear feature-based procedure for automated registration of point clouds[J]. Sensors, 2015, 15(1): 1435-1457.

[2] BorgesP, ZlotR, BosseM, et al. Vision-based localization using an edge map extracted from 3D laser range data[C]∥2010 IEEE International Conference on Robotics and Automation, May 3-7, 2010, Anchorage, AK, USA. New York: IEEE, 2010: 4902- 4909.

[3] MoghadamP, BosseM, ZlotR. Line-based extrinsic calibration of range and image sensors[C]∥2013 IEEE International Conference on Robotics and Automation, May 6-10, 2013, Karlsruhe, Germany. New York: IEEE, 2013: 3685- 3691.

[4] Truong-Hong L, Laefer D F, Hinks T, et al. Combining an angle criterion with voxelization and the flying voxel method in reconstructing building models from LiDAR data[J]. Computer-Aided Civil and Infrastructure Engineering, 2013, 28(2): 112-129.

[5] 倪欢, 张继贤, 林祥国. 三维点云边缘检测和直线段提取进展与展望[J]. 测绘通报, 2016( 7): 1- 4.

    NiH, Zhang JX, Lin XG. Edge detection and straight line segment extraction from 3D-point clouds: review and prospect[J]. Bulletin of Surveying and Mapping, 2016( 7): 1- 4.

[6] 梁玉斌. 面向建筑测绘的地面激光扫描模式识别方法研究[D]. 武汉: 武汉大学, 2013.

    Liang YB. Research on pattern recognition methods for terrestrial laser scanning towards building surveying and mapping[D]. Wuhan: Wuhan University, 2013.

[7] Lin Y B, Wang C, Cheng J, et al. Line segment extraction for large scale unorganized point clouds[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 102: 172-183.

[8] von Gioi R G, Jakubowicz J, Morel J M, et al. . LSD: a fast line segment detector with a false detection control[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 32(4): 722-732.

[9] Lu XH, Liu YH, Li K. Fast 3D line segment detection from unorganized point cloud[J/OL]. ( 2019-01-08)[2019-05-17]. https:∥arxiv.org/abs/1901. 02532.

[10] Fischler M A, Bolles R C. Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography[J]. Communications of the ACM, 1981, 24(6): 381-395.

[11] Poreba M. Goulette F. RANSAC algorithm and elements of graph theory for automatic plane detection in 3D point clouds[J]. Archives of Photogrammetry, 2013, 24: 301-310.

[12] 李明磊, 宗文鹏, 李广云, 等. 基于体素生长的点云结构直线段提取[J]. 光学学报, 2018, 38(1): 0112001.

    Li M L, Zong W P, Li G Y, et al. Extraction of structure line segments from point clouds using voxel-based region growing[J]. Acta Optica Sinica, 2018, 38(1): 0112001.

[13] Hoppe H. DeRose T, Duchamp T, et al. Surface reconstruction from unorganized points[J]. ACM SIGGRAPH Computer Graphics, 1992, 26(2): 71-78.

[14] HackelT, Wegner JD, SchindlerK. Contour detection in unstructured 3D point clouds[C]∥2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 27-30, 2016, Las Vegas, NV, USA. New York: IEEE, 2016: 1610- 1618.

[15] BazazianD, Casas JR, Ruiz-HidalgoJ. Fast and robust edge extraction in unorganized point clouds[C]∥2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA), November 23-25, 2015, Adelaide, SA, Australia, New York: IEEE, 2015: 15698827.

[16] DemantkéJ, MalletC, DavidN, et al. Dimensionality based scale selection in 3D LiDAR point clouds[J]. ISPRS - International Archives of the Photogrammetry, RemoteSensing and Spatial InformationSciences, 2012, XXXVIII-5/W12: 97- 102.

[17] 裴书玉, 杜宁, 王莉, 等. 基于移动最小二乘法法矢估计的建筑物点云特征提取[J]. 测绘通报, 2018( 4): 73- 77.

    Pei SY, DuN, WangL, et al. Feature extraction of building point cloud based on moving-least squares vector estimation[J]. Bulletin of Surveying and Mapping, 2018( 4): 73- 77.

[18] 杨泽鑫, 程效军, 李泉, 等. 平面舱壁类型的船舱点云分割方法[J]. 中国激光, 2017, 44(10): 1010006.

    Yang Z X, Cheng X J, Li Q, et al. Segmentation of point cloud in tank of plane bulkhead type[J]. Chinese Journal of Lasers, 2017, 44(10): 1010006.

[19] 佟国峰, 杜宪策, 李勇, 等. 基于切片采样和质心距直方图特征的室外大场景三维点云分类[J]. 中国激光, 2018, 45(10): 1004001.

    Tong G F, Du X C, Li Y, et al. 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.

[20] Boyd S, Parikh N, Chu E, et al. Distributed optimization and statistical learning via the alternating direction method of multipliers[J]. Foundations and Trends ® in Machine Learning, 2010, 3(1): 1-122.

[21] 张立朔, 程效军. 基于激光点云的隧道形变分析方法[J]. 中国激光, 2018, 45(4): 0304004.

    Zhang L S, Cheng X J. Tunnel deformation analysis based on LiDAR points[J]. Chinese Journal of Lasers, 2018, 45(4): 0304004.

李金涛, 程效军. 建筑物立面点云直线段特征提取方法[J]. 中国激光, 2019, 46(11): 1109002. Jintao Li, Xiaojun Cheng. Straight-Line-Segment Feature-Extraction Method for Building-Facade Point-Cloud Data[J]. Chinese Journal of Lasers, 2019, 46(11): 1109002.

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