DocumentCode :
3709574
Title :
Identification and reconstruction of complex weld geometry based on modified entropy
Author :
Soheil Keshmiri; Yan Zhi Tan; Xin Zheng;Syeda Mariam Ahmed; Yue Wu; WenFeng Lu; Chee Meng Chew; Chee Khiang Pang
Author_Institution :
Dept. of Mech. Eng., Nat. Univ. of Singapore, Singapore, Singapore
fYear :
2015
Firstpage :
3512
Lastpage :
3517
Abstract :
In this paper, a modified entropy-based algorithm is proposed for identification and reconstruction of a complex weld geometry. The edge of the weld geometry is identified based on minimizing a modified entropy-type cost function, and the weld geometry is reconstructed based on the detected edge. In addition, the volume of the weld geometry is computed using the point cloud samples of the identified weld geometry, and the effects of Gaussian noise are also considered. Our simulation results using the proposed reconstruction algorithm demonstrate efficient identification and reconstruction of a complex weld geometry in the presence of Gaussian noise.
Keywords :
"Welding","Geometry","Three-dimensional displays","Image edge detection","Gaussian noise","Cost function","Reconstruction algorithms"
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems (IROS), 2015 IEEE/RSJ International Conference on
Type :
conf
DOI :
10.1109/IROS.2015.7353867
Filename :
7353867
Link To Document :
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