• DocumentCode
    301170
  • Title

    Edge detection operators for angular data

  • Author

    Nikolaidis, N. ; Pitas, I.

  • Author_Institution
    Dept. of Electr. Comput. Eng., Thessaloniki Univ., Greece
  • Volume
    2
  • fYear
    1995
  • fDate
    23-26 Oct 1995
  • Firstpage
    157
  • Abstract
    Physical quantities referring to angles, like vector direction, color hue etc., are periodic in nature. Due to this periodicity edge detectors proposed for data on the line cannot be used to detect edges in angle-related signals. In this paper we use estimators of circular dispersion to introduce edge detectors for angular signals and discuss their application in edge detection on hue images. Extensions of the notion of quasi-range to circular data are also proposed. These “circular” quasi-ranges have good and user-controlled properties as edge detectors on noisy angular signals. The performance of the proposed edge operators is evaluated on angular edges, using both qualitative and quantitative criteria
  • Keywords
    edge detection; image colour analysis; image segmentation; angular data; angular edges; circular dispersion; circular quasi-ranges; color image processing; edge detection operators; hue images; noisy angular signals; qualitative criteria; quantitative criteria; vector direction; Area measurement; Color; Detectors; Dispersion; Filters; Image edge detection; Image segmentation; Signal detection; Signal processing; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1995. Proceedings., International Conference on
  • Conference_Location
    Washington, DC
  • Print_ISBN
    0-8186-7310-9
  • Type

    conf

  • DOI
    10.1109/ICIP.1995.537438
  • Filename
    537438