Application of Vision-guided Robot by Improved Entropy Model

被引:0
作者
Wang, Peng [1 ]
Li, Jixiang
Zhang, Yuan [1 ]
Yin, Shiwei
机构
[1] Harbin Univ Sci & Tech, Dept Mech & Power Engn, Harbin 150080, Peoples R China
来源
PROCEEDINGS OF 2010 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND INDUSTRIAL ENGINEERING, VOLS I AND II | 2010年
关键词
vision-guided robot; image segmentation; entropy; ant colony algorithm; SYSTEM;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
To obtain better segmentation results for navigation path of vision-guided robot, this paper proposes a novel algorithm based on synthesis entropy segmentation. Firstly, image calibration and path image in HIS model are got. Secondly, synthesis entropy algorithm is designed to attain path image segmentation. Finally, time ant colony algorithm is adopted to optimize guide line edge segmentaion of path image. It can be concluded that path guide line of vision-guided robot under industry surrounding may be recognized accurately through this way.
引用
收藏
页码:683 / 686
页数:4
相关论文
共 5 条
[1]  
GITKAHR WJ, 2000, FUTURE GENER COMP SY, V16, P873
[2]   MAX-MIN Ant System [J].
Stützle, T ;
Hoos, HH .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2000, 16 (08) :889-914
[3]  
UNEET G, 1999, P IEEE RSJ INT C INT, P1134
[4]  
WANG P, 2007, CHINESE J SCI INSTRU, V28, P280
[5]   Research on Tool Cutting Monitoring System Based on Cutting Force and Workpiece Surface Image Texture [J].
Wang, Peng ;
Xin, Jinglei ;
Li, Jixiang ;
Yin, Shiwei .
E-ENGINEERING & DIGITAL ENTERPRISE TECHNOLOGY VII, PTS 1 AND 2, 2009, 16-19 :960-964