DocumentCode :
3167981
Title :
3D Laser scanning system and 3D segmentation of urban scenes
Author :
Goron, L.C. ; Tamas, L. ; Reti, I. ; Lazea, G.
Author_Institution :
Robotic Res. Group, Tech. Univ. Cluj-Napoca, Cluj-Napoca, Romania
Volume :
1
fYear :
2010
fDate :
28-30 May 2010
Firstpage :
1
Lastpage :
5
Abstract :
This paper dwells upon the promising 3D technology for mobile robots and automation industry. The first part of the paper describes the design details of our own 3D Time of Flight (TOF) scanning system based on 2D laser range finder. The second part presents a specific segmentation technique for 3D outdoor urban environments by the common detection of plane models. In a few words, the technique separates the raw data into sparse and dense points, followed by the segmentation of the dense points into urban background and foreground objects. In the end we present some experimental results of real-world data-sets taken from the repository of the Leibniz University in Hannover, Germany.
Keywords :
image segmentation; laser ranging; optical scanners; 2D laser range finder; 3D laser scanning system; 3D outdoor urban environments; 3D segmentation; 3D time of flight scanning system; automation industry; dense points; foreground objects; mobile robots; urban background; urban scenes; Clouds; Humans; Large-scale systems; Laser modes; Layout; Mobile robots; Optical design; Robot sensing systems; Robotics and automation; Service robots; 3D laser scanning system; 3D point cloud; plane extraction; urban segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation Quality and Testing Robotics (AQTR), 2010 IEEE International Conference on
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4244-6724-2
Type :
conf
DOI :
10.1109/AQTR.2010.5520872
Filename :
5520872
Link To Document :
بازگشت