Title :
A Methodology for Extraction Building Facades from VLS
Author :
Zuo-Wei Huang ; Xiang Chi ; Fang Liu
Author_Institution :
Hunan Univ. of Technol., Zhuzhou, China
fDate :
July 31 2012-Aug. 2 2012
Abstract :
The components and position principle of vehicle-borne LIDAR system are expatiated. Based on the previous experience a new method for automated extraction of building facades from VLS was put forward. It adopt image segmentation and contour extraction tracing to extract building boundaries in the geo-referenced feature image. the existing methods of RANSAC, point cloud segmentation, feature extraction are analyzed, At last the experimental results show that the proposed method provides useful and valid solution for automatically extracting building footprints from mobile LIDAR point clouds.
Keywords :
feature extraction; image segmentation; optical radar; radar imaging; RANSAC; VLS; automatically extracting building footprints; building boundaries; building facades automated extraction; building facades extraction; contour extraction; feature extraction; geo-referenced feature image; image segmentation; mobile LIDAR point clouds; point cloud segmentation; vehicle-borne LIDAR system; Buildings; Data models; Feature extraction; Image segmentation; Laser radar; Lasers; Mobile communication; Feature Extraction; Point Cloud Segmentation; VLS;
Conference_Titel :
Digital Manufacturing and Automation (ICDMA), 2012 Third International Conference on
Conference_Location :
GuiLin
Print_ISBN :
978-1-4673-2217-1
DOI :
10.1109/ICDMA.2012.18