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基于Hough变换的指针式仪表的自动判读 被引量:13

Automatically Identification of Index-instrument Based on the Hough Transformation
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摘要 提出了一种利用计算机视觉技术和模式识别解决指针式仪表判读的方法。由摄像头获取仪表盘图像,将其转换成数字信号,再利用相关的图像处理方法对表盘图像进行中值滤波、图像的增强和锐化、二值化处理,然后根据Hough变换提取目标信息,确定出指针式仪表的读数。经实验结果表明,该算法具有较高的精度。 This paper proposes a kind of method which adopts computer vision technology and pattern recognition to solve indexinstrument measuring means. The gauge board image is gained from CCD and transformed into digital signal, and it uses the related image processing method to media filter and image enhance and sharp,then adopt Hough transformation to extract object information,ascertain reading of index-instrument. The experiment result proves that the operator has higher precision.
作者 李凯南
机构地区 邵阳学院
出处 《现代电子技术》 2006年第14期18-19,26,共3页 Modern Electronics Technique
关键词 计算机视觉 HOUGH变换 指针式仪表 模式识别 computer vision Hough transformation index-instrument pattern recognition
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参考文献6

  • 1Azriel Rosenfeld. From Image Analysis to Computer Vision:An Annotated Bibliography[J]. Computer Vision and Image Understanding, 2001,84(2):298 - 324.
  • 2Atsushi Imiya. Detection of Piecewise - linear Signals by the Randomized Hough Transform[J]. Pattern Recognition Letters,1996,17(7):771-776.
  • 3Walsh D,Raftery A E. Accurate and Efficient Curve Detection in Images: The Importance Sampling Hough Transform[J]. Pattern Recognition,2002,35(7):1 421-1 431.
  • 4楼顺天.基于MATLAB的系统分析与设计[M].西安:西安电子科技大学出版社,1996.
  • 5周洪,钟明慧.工业过程显示仪表的数字处理与视频传输[J].仪器仪表学报,2003,24(z2):359-360. 被引量:9
  • 6梁惺彦,和卫星.改进的Hough变换在PCB实时初检中应用[J].现代电子技术,2004,27(13):8-10. 被引量:5

二级参考文献8

  • 1徐建华.图像处理和分析[M].北京:科学技术出版社,1992.220-246.
  • 2[1]Andres H,Gerard M.Detection of intenaity changes with subpixel accuracy using Laplacian-Gaussian Masks.IEEE T-PAMI,1986,8(5):87~93.
  • 3Canny J. A computational approach to edge detection[J].IEEE Trans.PAM I,1986,8(6): 679-698.
  • 4Richard Qian J,Thomas Huang S.Optimal edge detection in two dimensional image[J]. IEEE Transaction on Image Processing, 1996,5(7):1 215-1 220.
  • 5Ioannou D,Huda W,Laine A F.Circle recognition through a 2D Hough transform and radius histograing.Image Vision Comput,17-1 (1999),15-26.
  • 6Heung-Soo Kim,Jong-Hwan Kim.A two-step circle detection algorithm from the intersecting chords.Pattern Recognition Letters, Vol. 22 (6-7) (2001) pp. 787-798,(c) Elsevier Science B V.
  • 7张利,高永英,汪浩,吴国威.PCB板检测中的定位研究[J].中国图象图形学报(A辑),1999,4(8):659-662. 被引量:21
  • 8王寅龙,谢桂海,孙杰,明亮.基于PSTN的远程视频监控系统[J].测控技术,2002,21(3):10-12. 被引量:1

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