DocumentCode
3447036
Title
An automatic technique for registering airborne and terrestrial LiDAR data
Author
Lishan Zhong ; Lihua Tong ; Yanming Chen ; Yafei Wang ; Manchun Li ; Liang Cheng
Author_Institution
Jiangsu Provincial Key Lab. of Geographic Inf. Sci. & Technol., Nanjing Univ., Nanjing, China
fYear
2013
fDate
20-22 June 2013
Firstpage
1
Lastpage
5
Abstract
Data registration is a prerequisite in the integration of multi-platform LiDAR for various applications. A new approach is proposed for automatic registration of airborne LiDAR data and terrestrial LiDAR data, by synthetically using building boundaries and corners. Building boundaries and corners are firstly extracted from terrestrial and airborne LiDAR data with existing methods; a strategy using corner matching with boundary constraints is then proposed, which is the key idea of this approach. The building corners extracted from airborne LiDAR data and the building corners extracted from terrestrial LiDAR data are reliably matched during an iterative processing in a fully automatic way by taking the distances between airborne boundaries and terrestrial boundaries as constraints. The proposed approach provides both high reliability and high geometric accuracy in the final registration of airborne and terrestrial LiDAR data.
Keywords
airborne radar; data analysis; edge detection; feature extraction; geophysical image processing; image matching; image registration; iterative methods; optical radar; radar imaging; remote sensing by radar; airborne boundary constraint; automatic airborne LiDAR data registration technique; automatic terrestrial LiDAR data registration technique; boundary constraints; building boundaries; building corner extraction; corner matching; iterative processing; terrestrial boundary constraint; Accuracy; Buildings; Data mining; Feature extraction; Laser radar; Laser theory; Reliability; Airborne LiDAR; Automatic registration; Boundary constraints; Corner matching; Multi-platform integration; Terrestrial LiDAR;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoinformatics (GEOINFORMATICS), 2013 21st International Conference on
Conference_Location
Kaifeng
ISSN
2161-024X
Type
conf
DOI
10.1109/Geoinformatics.2013.6626163
Filename
6626163
Link To Document