• DocumentCode
    3252360
  • Title

    A new concentric circle detection method based on Hough transform

  • Author

    Chen, Xing ; Lu, Ling ; Gao, Yang

  • fYear
    2012
  • fDate
    14-17 July 2012
  • Firstpage
    753
  • Lastpage
    758
  • Abstract
    A new approach of concentric circle detection is proposed in this paper. Firstly, the image is preprocessed by denosing, edge detection, and then the circle centers are allocated by the gradient Hough transform, at last, the radius are detected by the improved one-dimensional Hough transform. The detection efficiency is enhanced by image discretization and reduced resolution ratio in the process of circle center detection, and proves that the circle center is on the gradient line of circle edge points; meanwhile, the radius detection accuracy is improved by merging the similar radius in the process of radius detection. Experimental results show that the method combined with gradient Hough transform and one-dimensional Hough transform has good reliability and is high adaptive to noise, distortion, area of incomplete, edge discontinuous. Analysis shows that this new concentric circle detection algorithm reduces time complexity and improves anti-interference compared with the traditional concentric circle detection algorithm based on chord mid-point Hough transforms.
  • Keywords
    Hough transforms; edge detection; gradient methods; image denoising; Hough transform; circle centers; circle edge points; edge detection; gradient Hough transform; image denoising; image discretization; new concentric circle detection method; radius detection; Algorithm design and analysis; Detection algorithms; Educational institutions; Image edge detection; Image resolution; Transforms; concentric circle; gradient Hough transform; one-dimensional Hough transform; resolution ratio; similar radius;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science & Education (ICCSE), 2012 7th International Conference on
  • Conference_Location
    Melbourne, VIC
  • Print_ISBN
    978-1-4673-0241-8
  • Type

    conf

  • DOI
    10.1109/ICCSE.2012.6295182
  • Filename
    6295182