Research of Sorting Technology based on Industrial Robot of Machine Vision Image processing and machine vision
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.
component machine vision industrial robot sorting target recognition image processing
Liu Zhen-yu Zhao Bin Zhu Hai-bo
Information Science and Engineering School Shenyang University of Technology Shenyang 110870, China
国际会议
杭州
英文
57-61
2012-10-28（万方平台首次上网日期，不代表论文的发表时间）