REGISTRATION OF TIME OF FLIGHT TERRESTRIAL LASER SCANNER DATA FOR THE STOP-AND-GO MODE

被引:0
作者
Badawy, H. M. [1 ]
Alsubaie, N. M.
Elhabiby, M. [2 ]
El-Sheimy, N.
机构
[1] Univ Calgary, Dept Geometr Engn, Calgary, AB T2N 1N4, Canada
[2] Ain Shams Univ, Publ Works Dept, Cairo, Egypt
来源
ISPRS TECHNICAL COMMISSION I SYMPOSIUM | 2014年 / 40-1卷
关键词
Stop-and-Go; Time of Flight; Registration; Terrestrial Laser Scanner; Mobile Laser Scanning;
D O I
10.5194/isprsarchives-XL-1-287-2014
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Terrestrial Laser Scanners (TLS) are utilized through different data acquisition techniques such as Mobile Laser Scanning (MLS) and the output can be used in different applications such as 3D city modelling, cultural heritage documentations, oil and Gas as built, etc... In this research paper, we will investigate one of the modes of TLS on mobile mapping platform. Namely the Stop-and-Go (SAG) mode. Unlike the continuous mode, the Stop-and-Go mode does not require the use of IMU to estimate the TLS attitude and thus inturn it has an overall reduction in the system cost. Moreover, it decreases the time required for data processing in comparison with the continuous mode. For successful use of SAG mobile mapping in urban areas, it is preferred to use a long range time of flight laser scanner to cover long distances in each scan and minimize the registration error. The problem arise with Long range laser scanners is their low point cloud density. The low point cloud density affects the registration accuracy specially in monitoring applications. The point spacing between points is one of the issues facing the registration especially when the matching points are chosen manually. Since most of TLS nowadays are equipped with camera on-board we can utilize the camera to get an initial estimate of the registration parameters based on image matching. After having an initial approximation of the registration parameters we feed those parameters to the Iterative Closest Point algorithm to obtain more accurate registration result.
引用
收藏
页码:287 / 291
页数:5
相关论文
共 8 条
[1]  
[Anonymous], 2004, MANUAL PHOTOGRAMMETR
[2]  
[Anonymous], 2003, INT ARCH PHOTOGRAMM
[3]  
Bay H., 2008, COMPUT VIS IMAGE UND, V110, P346, DOI DOI 10.1016/j.cviu.2007.09.014
[4]   A METHOD FOR REGISTRATION OF 3-D SHAPES [J].
BESL, PJ ;
MCKAY, ND .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (02) :239-256
[5]   CLOSED-FORM SOLUTION OF ABSOLUTE ORIENTATION USING UNIT QUATERNIONS [J].
HORN, BKP .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1987, 4 (04) :629-642
[6]  
Jue L., 2008, INT ARCH PHOTOGRAMME, VXXXVII, P157
[7]   Distinctive image features from scale-invariant keypoints [J].
Lowe, DG .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2004, 60 (02) :91-110
[8]  
Vosselman G, 2010, Airborne and Terrestrial Laser Scanning