期刊文献+

基于边缘特征的亚像素相关匹配跟踪算法 被引量:3

Subpixel Correlation Matching Tracking Algorithm Based on Edge Feature
下载PDF
导出
摘要 基于像素灰度和基于特征的相关匹配跟踪算法跟踪精度不高,只能匹配定位到整像素点。针对该问题,采用相关函数拟合极值法对整像素匹配点进行亚像素定位。设计一种新的实验方法和基于边缘特征的相关匹配跟踪算法。实验结果表明,该算法可以达到0.1级别的亚像素定位精度。 Correlation matching tracking algorithm based on pixel gray and character is commonly used. The algorithm based on edge feature is a research hotspot because of its advantages for application. However, this kind of algorithm can just locate to integer pixel for its low tracking precision. A method based on the quadratic surface fitting is selected for subpixel matching through analysis and comparison. A new experiment is designed to show that this algorithm gets as high as 0. 1 level of pixel location precision.
出处 《计算机工程》 CAS CSCD 北大核心 2011年第15期201-202,211,共3页 Computer Engineering
基金 国家部委基金资助项目
关键词 亚像素定位 边缘提取 边缘相关匹配 相关函数拟合极值法 匹配跟踪 subpixel orientation edge extraction edge correlation matching correlation function fitting extreme method matching tracking
  • 相关文献

参考文献5

  • 1Li Hui, Manjunath B S, Mitra S K. A Contour-based Approach to Multisensor Image Registration[J]. IEEE Transactions on Image.Processing, 1995, 4(3): 320-334.
  • 2Keller Y, Averbuch A. Multisensor Image Registration via Implicit Similarity[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006, 28(5): 794-801.
  • 3Canny J. A Computational Approach to Edge Detection[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1986, 8(6): 679-698.
  • 4朱遵尚,刘肖琳.基于GPU的实时亚像素Harris角点检测[J].计算机工程,2010,36(12):213-215. 被引量:8
  • 5潘兵,续伯钦,陈丁,冯娟.数字图像相关中亚像素位移测量的曲面拟合法[J].计量学报,2005,26(2):128-134. 被引量:76

二级参考文献19

  • 1吴恩华,柳有权.基于图形处理器(GPU)的通用计算[J].计算机辅助设计与图形学学报,2004,16(5):601-612. 被引量:227
  • 2潘兵,续伯钦,李克景.梯度算子选择对基于梯度的亚像素位移算法的影响[J].光学技术,2005,31(1):26-31. 被引量:30
  • 3龚敏敏.GPU精粹2--高性能图形芯片和通用计算编程技巧[M].北京:清华大学出版社,2007.
  • 4Harris C,Stephens M.A Combined Corner and Edge Detector[C] //Proc.of the 4th Alvey Vision Conference.Manchester,UK:[s.n.] ,1988.
  • 5洪伟 刘亚妮 李骑.Cg教程--可编程实时图形权威指南[M].北京:人民邮电出版社,2004..
  • 6Hung P C, Voloshin A S. In - plane Strain Measurement by Digital Image Correlation[J]. J Braz Soc of Mech Sci & Eng ,2003, 25 (3): 215-221.
  • 7Vendroux G, Knauss W G. Submicron Deformation Field Measurements: Part 2. Improved Digital Image Correlation[J]. Experimental Mechanics, 1998, 38 (2): 86 - 91.
  • 8Bruck H A, McNeill S R, Sutton M A. Digital image correlation using Newton- Raphson method of partial differential correction[J]. Experimental Mechanics, 1989, 29(3): 261 - 267.
  • 9Zhou P, Goodson K E. Sub - pixel displacement and deformation gradient measurement using digital image/speckle correlation[J]. Opt Eng, 2001, 40(8): 1613 - 1620.
  • 10Zhang J, Jin G C. Application of an improved subpixel registration algorithm on digital speckle correlation measurement[J]. Optics & Laser Technology, 2003, 35:533- 542.

共引文献82

同被引文献33

  • 1孙秋成,谭庆昌,安刚,侯跃谦.一种亚像素精度的边缘检测方法[J].北京工业大学学报,2009,35(10):1332-1337. 被引量:11
  • 2杨勇,王琰蕾,李明,陈大庆,顾济华,姜锦虎.高精度数字图像相关测量系统及其技术研究[J].光学学报,2006,26(2):197-201. 被引量:34
  • 3崔天横,高晶敏,刘振慧.经典边缘检测的快速算法[J].微计算机应用,2007,28(6):575-579. 被引量:6
  • 4Hueckel M H.An Operator Which Locates Edges in Digitized Pictures[J].Journal of the ACM,1971,18(1):113-125.
  • 5Haralick R M.Digital Step Edges from Zero Crossing of Second Directional Derivatives[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1984,6(1):58-68.
  • 6Zhao Ping,Zhao Wenzhen,Duan Zhenyun,et al.Subpixel-precise Edge Extraction Algorithm Based on Facet Model[C] //Proc.of the4th International Conference on Computational and Information Sciences.[S.l.] :IEEE Press,2012:86-88.
  • 7Tabatabai A J,Mitchell O R,Edge Location to Subpixel Values in Digital Imagery[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1984,6(2):188-201.
  • 8Lyvers E P.Subpixel Measurements Using a Moment-based Edge Operator[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1989,11(12):1293-1309.
  • 9Ghosal S,Mehrotra R.Orthogonal Moment Operators for Subpixel Edge Detection[J].Pattern Recognition,1993,26(2):295-306.
  • 10Lyvers E P,Mitchell O R.Precision Edge Contrast and Orientation Estimation[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1988,10(6):927-937.

引证文献3

二级引证文献17

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