• DocumentCode
    704611
  • Title

    Feature detection and parameters calculation of arbitrary ellipse based on image processing technology

  • Author

    Bowen Peng ; Shuping Dang ; Dutta, Malay Kishore

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Univ. of Manchester, Manchester, UK
  • fYear
    2015
  • fDate
    19-20 Feb. 2015
  • Firstpage
    418
  • Lastpage
    420
  • Abstract
    In terms of ellipse detection, the parameter spatial reduction of Hough Transform (HT) is widely adopted. However, HT has its limitations, such as detection of specified ellipse and calculation efficiency. For an arbitrary ellipse, the method mentioned in this paper implements chain code to extract the specified ellipse track that eliminates most of the noise, and then a two-dimensional accumulator is applied, which is an efficient and straightforward way to obtain the hub of the ellipse. As regards to other parameters, they can be worked out by importing the specified points on the extracted track. The calculated results are precise and the computing overhead is also appropriate compared to the original method.
  • Keywords
    Hough transforms; feature extraction; interference suppression; HT; Hough transform; arbitrary ellipse parameter calculation; ellipse detection; feature detection; image processing technology; noise elimination; parameter spatial reduction; two-dimensional accumulator; Feature extraction; Mathematical model; Shape; Signal processing; Standards; Transforms; boundary; ellipse; feature detection; hub; parameter calculation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Integrated Networks (SPIN), 2015 2nd International Conference on
  • Conference_Location
    Noida
  • Print_ISBN
    978-1-4799-5990-7
  • Type

    conf

  • DOI
    10.1109/SPIN.2015.7095169
  • Filename
    7095169