Title :
3D Reconstruction for Telerobotic Welding
Author :
Liang, Zhimin ; Gao, Hongming ; Nie, Liang ; Wu, Lin
Author_Institution :
Harbin Inst. of Technol., Harbin
Abstract :
We present a technique to reconstruct the environment for telerobotic welding. The welding environment consists of typical textureless object, which causes problem in stereo matching of traditional spacial stereo. Under the novel framework of spacetime stereo, we add artificial texture onto the surface of objects by projecting a multi-level dual monotonously changing "saw-tooth" stripe gray light patterns. The SSD of different image pairs are normalized before added together to find the best matched pixels of the two image sequence. Subpixel disparity is obtained by interpolation and the unreliable regions are removed by intensity tracking and left-right consistent check. The experimental results show the validity of the presented technique.
Keywords :
image matching; image reconstruction; image sequences; robotic welding; stereo image processing; telerobotics; 3D reconstruction; artificial texture; image sequence; object surface; saw-tooth stripe gray light pattern; spacetime stereo; stereo matching; subpixel disparity; telerobotic welding; textureless object; Humans; Image reconstruction; Pixel; Robots; Space technology; Stereo vision; Surface reconstruction; Surface texture; Telerobotics; Welding; 3D reconstruction; spacetime stereo; subpixel disparity; telerobotic welding;
Conference_Titel :
Mechatronics and Automation, 2007. ICMA 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-0828-3
Electronic_ISBN :
978-1-4244-0828-3
DOI :
10.1109/ICMA.2007.4303589