DocumentCode
3573743
Title
Visual feature extraction and tracking control for narrow seam in three dimension space
Author
Weipeng Liu ; Xiaolin Du ; Haiyong Chen ; Hexu Sun
Author_Institution
Sch. of Control Sci. & Eng., Hebei Univ. of Technol., Tianjin, China
fYear
2014
Firstpage
5556
Lastpage
5560
Abstract
An algorithm on adaptive visual features extraction for three dimension micro narrow weld seam is proposed. And the reliable extraction of the seam is realized. Then a morphological profile recognition method and fast straight line fitting method are proposed to robustly extract the skeleton of structured light stripe. Furthermore, the orthogonal characteristics of the weld features and the structure light skeleton is utilized to complete the decoupling calibration. Thus, the high precision position on three-dimensional Cartesian space is reached by only using two-dimensional information in image space. Finally, satisfactory results are obtained.
Keywords
curve fitting; feature extraction; image thinning; production engineering computing; welds; 3D Cartesian space; 3D micronarrow weld seam; adaptive visual features extraction; decoupling calibration; fast straight line fitting method; image space; morphological profile recognition method; seam extraction; structure light skeleton; structured light stripe; three dimension space; tracking control; Calibration; Educational institutions; Feature extraction; Robot sensing systems; Skeleton; Visualization; Welding; machine vision; narrow seam; real-time welding;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2014 11th World Congress on
Type
conf
DOI
10.1109/WCICA.2014.7053665
Filename
7053665
Link To Document