期刊文献+

基于圆弧基元的工件实时定位与匹配方法 被引量:3

Real-time location and matching method for workpiece based on circular geometric primitives
下载PDF
导出
摘要 为实现工业过程中对工件的实时定位,提出了一种基于圆弧基元的工件实时定位与匹配方法。离线过程中,将边缘轮廓多边形近似,进一步分割成线段基元和圆弧基元,制作模板,确定模板中工件的位姿。在线过程中,以最长圆弧基元得到潜在匹配位置并变换模板,通过计算测试图像中几何基元与变换后的模板中对应的几何基元之间的距离来实现匹配定位。试验表明,该方法对于具有圆弧基元的几何形状的工件,能快速、准确地完成实时匹配定位。 In order to achieve real-time positioning of the workpiece in the industrial processes, this paper proposes a real-time location and matching method for the workpiece with circular geometric primitives. In the offline process, it uses the polygonal approximation method to approximate the edge contour image, and further divides it into segments as line primitives and arc primitives. Templates are created. And it determines the position and orientation of the workpiece. In the online process, the longest circular arc is examined first;with it the template is transformed to the image. The primitives can be matched to the image based on the distances of the image primitives and the transformed template primitives. Tests show that this method for circular geometry primitives of the workpiece, in the case of occlusion, can quickly and accu-rately perform real-time matching location.
出处 《计算机工程与应用》 CSCD 2014年第15期125-128,135,共5页 Computer Engineering and Applications
基金 江苏高校优势学科建设工程资助项目 江苏省产学研前瞻性联合研究项目(No.BY2012056)
关键词 机器视觉 几何基元 多边形近似 匹配定位 machine vision geometric primitives polygonal approximation positioning and matching
  • 相关文献

参考文献15

  • 1Steger C,Ulrich M.机器视觉算法与应用[M].北京:清华大学出版社,2008:179-183.
  • 2Brown L G.A survery of image registration techniques[J]. ACM Computing Surveys,2004,24(4):325-367.
  • 3Lowe D G.Distinctive image features from scale invariant keypoints[J].International Journal of Computer Vsion,2004, 60(2) :91-110.
  • 4Bay H, Ess A,Tuytelaars T,et al.Surf: Speeded up robust features[J].Computer Vision and Image Understanding, 2008,110(3) :346-359.
  • 5Steger C.Similarity measures for occlusion,clutter,and illu- mination invariant object recognition[C]//Radig B, Florc- zyk S.Proc of Pattern Recognition,23rd DAGM-Sympo- sium,2001 : 148-154.
  • 6倪健,白瑞林,李英,等.采用轮廓向量特征的嵌入式图像匹配方法[EB/OL].(2012-10-11).http://www.cnki.net/kcms/detail/11.2127.TP20121011.1019.023.html.
  • 7Borgefors G.Hierarchical chamfer matching: a parametric edge matching algorithm[J].IEEE Transactions on Pattern Analysis and Machine Intelligence, 1988,10(6) :849-865.
  • 8Chen J M, Ventura J A.Segmentation of planar curves into circular arcs and line segments[J].Image and Vision Computing, 1996, 14( 1 ) : 71-83.
  • 9张文景,许晓鸣,苏键锋.基于Hausdorff距离的2D形状匹配改进算法[J].中国图象图形学报(A辑),2000,5(2):106-109. 被引量:12
  • 10王红涛,傅卫平,康业娜.工件图像识别的边缘匹配方法研究[J].仪器仪表学报,2008,29(5):986-991. 被引量:19

二级参考文献41

共引文献95

同被引文献35

  • 1姚忠.发动机缸体瓦盖结合面拉刀设计[J].装备维修技术,2006(3):41-45. 被引量:1
  • 2张剑清,苏国中,郑顺义,钟良.基于线扩散函数的高精度轮廓特征提取算法[J].武汉大学学报(信息科学版),2006,31(2):95-98. 被引量:5
  • 3刘勇奎,刘向东,王春霞.一个抽取边界曲线特征点的新算法[J].计算机应用研究,2006,23(6):148-152. 被引量:7
  • 4StegerC,UlrichM,WiedemannC.杨少荣,等译.机器视觉算法与应用.北京:清华大学出版社,2008.
  • 5Kolesnikov A.Fast algorithm for error-bounded compressionof digital curves[C]//ICIP,2010:1453-1456.
  • 6Marji M,Siy P.A new algorithm for dominant points detectionand polygonization of digital curves[J].Pattern Recognition,2003:2239-2251.
  • 7Carmona-Poyato A,Medina-Carnicer R,Fernandez-GarciaN L,et al.Method for polygonal approximation throughdominant points deletion[C]//Proceedings of the 23rd InternationalConference on Industrial Engineering and OtherApplications of Applied Intelligent Systems,2010.
  • 8Li Lelin,Jiang Wanshou.An improved Douglas-Peuckeralgorithm for fast curve approximation[C]//InternationalCongress on Image and Signal Processing,2010:33-35.
  • 9Kolesnikov A.Polygon approximation of closed discretecurves[J].Pattern Recognition,2007:1282-1293.
  • 10Kolesnikov A.Fast algorithm for ISE-bounded polygonalapproximation[C]//Proc IEEE Int Conf Image Processing-ICIP’08,2008:1013-1016.

引证文献3

二级引证文献5

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部