• DocumentCode
    2170485
  • Title

    Analysis and application of image segmentation and edge detection operator

  • Author

    Lu-Bin, Zheng ; Wei, Zhou

  • Author_Institution
    Xiamen University of Technology, Xiamen, China No.600 Ligong Road, Jimei District, Xiamen, 361024, Fujian Province
  • fYear
    2015
  • fDate
    22-24 July 2015
  • Firstpage
    720
  • Lastpage
    724
  • Abstract
    Edges are the main feature of image, also an essential part of the computer visual and pattern recognition, so edge detection is a crucial step in the process of image processing. This article analyzes the algorithm of image segmentation and edge detection, compared the advantages and disadvantages of various operators by MATLAB. Through the experimental comparison, The overall effect of Canny operator is relatively well, but less detailed. So there is not an universal edge operator. The most important is how to choose a suitable threshold, this will be a decisive role.
  • Keywords
    Convolution; Feature extraction; Image edge detection; Image segmentation; Interference; Noise; Signal processing algorithms; edge detection; image processing; image segmentation; operator;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science & Education (ICCSE), 2015 10th International Conference on
  • Conference_Location
    Cambridge, United Kingdom
  • Print_ISBN
    978-1-4799-6598-4
  • Type

    conf

  • DOI
    10.1109/ICCSE.2015.7250339
  • Filename
    7250339