Research of Sorting Technology based on Industrial Robot of Machine Vision Image processing and machine vision

被引:8
|
作者
Liu Zhen-yu [1 ]
Zhao Bin [1 ]
Zhu Hai-bo [1 ]
机构
[1] Shenyang Univ Technol, Informat Sci & Engn Sch, Shenyang 110870, Peoples R China
关键词
component; machine vision; industrial robot; sorting; target recognition; image processing;
D O I
10.1109/ISCID.2012.23
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Aimed at the industrial sorting technology problems, this paper researched correlative algorithm of image processing and analysis, and completed the construction of robot vision sense. The operational process was described as follows: The camera acquired image sequences of the metal workpiece in the sorting region. Image sequence was analyzed to use algorithms of image pre-processing, Hough circle detection, corner detection and contour recognition. In the mean time, this paper also explained the characteristics of three main function model (image pre-processing, corner detection and contour recognition), and proposed algorithm of multi-objective center and a corner recognition. The simulated results show that the sorting system can effectively solve the sorting problem of regular geometric workpiece, and accurately calculate center and edge of geometric workpiece to achieve the sorting purpose.
引用
收藏
页码:57 / 61
页数:5
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