Chinese Journal of Lasers, Volume. 47, Issue 6, 604002(2020)

Information Extraction of Buildings, Doors, and Windows Based on Point Cloud Slices

Zhao Mengna1,2, Hua Xianghong1,2、*, Feng Shaoquan1,2, and Zhao Bufan1,2
Author Affiliations
  • 1School of Surveying and Mapping, Wuhan University, Wuhan, Hubei 430079, China
  • 2Disaster Monitoring and Prevention Research Center of Wuhan University, Wuhan, Hubei 430079, China
  • show less
    References(26)

    [1] Wang J, Zhang J, Xu Q T. Research on 3D laser scanning technology based on point cloud data acquisition. [C]∥2014 International Conference on Audio, Language and Image Processing, July 7-9, 2014. Shanghai, China. [S.l.]: IEEE, 631-634(2014).

    [2] Gross H, Thoennessen U. Extraction of lines from laser point clouds. [C]∥Symposium of ISPRS Commission III: Photogrammetric Computer Vision. [S.l.:s.n.], 36, 86-91(2006).

    [3] Arayici Y, Hamilton A. Modeling 3D scanned data to visualize the built environment. [C]∥Ninth International Conference on Information Visualisation, London, England. [S.l.]: IEEE, 509-514(2005).

    [6] Park M K, Lee S J, Lee K H. Multi-scale tensor voting for feature extraction from unstructured point clouds[J]. Graphical Models, 74, 197-208(2012).

    [7] Ma Y W, Zheng C. Point cloud feature extraction based integrated positioning method for unmanned vehicle[J]. Applied Mechanics & Materials, 590, 463-469(2014).

    [8] Zhao X Y, Sun Y. Extraction and regularization of building boundaries based on LiDAR point clouds[J]. Geospatial Information, 14, 88-90(2016).

    [9] Jarvis R A. On the identification of the convex hull of a finite set of points in the plane[J]. Information Processing Letters, 2, 18-21(1973).

    [12] Cheng X J, Fang F. Morphology-based scattered point cloud contour extraction[J]. Journal of Tongji University (Natural Science), 42, 1738-1743(2014).

    [13] Wang Q Y, Chen X L[J]. Building contours extraction from LIDAR data based on Alpha Shapes algorithm Intelligent Building & Smart City, 2019, 23-25.

    [14] Li Y F, Tan D B, Gao G et al. Extraction of building contour from point clouds using dual threshold Alpha Shapes algorithm[J]. Journal of Yangtze River Scientific Research Institute, 33, 1-4(2016).

    [15] Xu J Z, Yao F. Research on extracting multi-layer roof boundary from LIDAR point clouds[J]. Computer Engineering and Applications, 46, 141-143(2010).

    [16] Pu S, Vosselman G. Extracting windows from terrestrial laser scanning. [C]∥ISPRS Workshop on Laser Scanning 2007 and SilviLaser 2007. [S.l.:s.n.], 320-325(2007).

    [17] Edelsbrunner H, Kirkpatrick D, Seidel R. On the shape of a set of points in the plane[J]. IEEE Transactions on Information Theory, 29, 551-559(1983).

    [18] Lin D, Dong Z, Zhang X, Remote Sensing, Spatial Information Sciences et al. IV-, 2/W5, 45-51(2019).

    [19] Dong Z, Yang B S, Hu P B et al. An efficient global energy optimization approach for robust 3D plane segmentation of point clouds[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 137, 112-133(2018).

    [20] Zhang R, Zakhor A. Automatic identification of window regions on indoor point clouds using LiDAR and cameras. [C]∥IEEE Winter Conference on Applications of Computer Vision, March 24-26, 2014. [S.l.]: IEEE, 107-114(2014).

    [21] Anguelov D, Taskar B, Chatalbashev V et al. Discriminative learning of Markov random fields for segmentation of 3D scan data. [C]∥2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), San Diego, CA, USA. [S.l.]: IEEE, 169-176(2005).

    [22] Iman Zolanvari S M, Laefer D F. Slicing method for curved façade and window extraction from point clouds[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 119, 334-346(2016).

    [23] Schnabel R, Wahl R, Klein R. Efficient RANSAC for point-cloud shape detection[J]. Computer Graphics Forum, 26, 214-226(2007).

    [25] Zolanvari S M I, Laefer D F, Natanzi A S. Three-dimensional building façade segmentation and opening area detection from point clouds[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 143, 134-149(2018).

    [26] [26] John GH. Robust decision trees: removing outliers from databases[C]∥Proceedings of the First International Conference on Knowledge Discovery and Data Mining. Menlo Park: AAAI Press. 1995: 174- 179.

    Tools

    Get Citation

    Copy Citation Text

    Zhao Mengna, Hua Xianghong, Feng Shaoquan, Zhao Bufan. Information Extraction of Buildings, Doors, and Windows Based on Point Cloud Slices[J]. Chinese Journal of Lasers, 2020, 47(6): 604002

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Measurement and metrology

    Received: Dec. 16, 2019

    Accepted: --

    Published Online: Jun. 3, 2020

    The Author Email: Xianghong Hua (xhhua@sgg.whu.edu.cn)

    DOI:10.3788/CJL202047.0604002

    Topics