DocumentCode
2776729
Title
Image Segmentation of the Underwater Welding V-seam Image Based on Improved Two-dimensional Ostu Algorithm
Author
Jia, Jianping ; Li, Hongli ; Jia, Zhujun
Author_Institution
Mechatron. Inst., Nanchang Univ., Nanchang, China
Volume
5
fYear
2009
fDate
14-16 Aug. 2009
Firstpage
397
Lastpage
400
Abstract
To meet the request of V-seam tracking of underwater welding robot vision sensor, an improved two-dimensional image segmentation algorithm Ostu is presented in this paper. According to this algorithm, changing discriminate domain partition of 2D histogram, introducing a relaxant variable and enlarging the searching step of threshold we get the optimal threshold. The experimental result shows that the computing time of this algorithm is shorter than the traditional and anti-interference capability is much stronger. It can meet the requirements of the underwater welding seam tracking.
Keywords
image segmentation; 2D Ostu algorithm; 2D histogram; image segmentation; relaxant variable; underwater welding v-seam image; Histograms; Image segmentation; Partitioning algorithms; Pixel; Robot kinematics; Robot sensing systems; Robot vision systems; Sensor systems; Underwater tracking; Welding; image segmentation; two-dimensional Ostu; underwater welding;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location
Tianjin
Print_ISBN
978-0-7695-3735-1
Type
conf
DOI
10.1109/FSKD.2009.225
Filename
5360590
Link To Document