• DocumentCode
    2027233
  • Title

    Feature migration in morphological scale space

  • Author

    Matsopoulos, G. ; Marshall, S.

  • Author_Institution
    Strathclyde Univ., Glasgow, UK
  • Volume
    3
  • fYear
    1993
  • fDate
    27-30 April 1993
  • Firstpage
    599
  • Abstract
    A novel morphological operator for scale space evaluation is introduced. The operator (X/sub B/)/sup B/ is less prone to object shrinkage and signal spreading than the Gaussian approach, and it treats similarly the intrusions and protrusions of the original image. Zero crossing migration with respect to this operation for various types of signal is derived. In order to track events efficiently from scale to scale, it is necessary to understand how the zero crossings of a signal migrate with the scale factor. It is shown that equations can be produced to describe this movement for specific special cases, such as ramp and edges. The new theoretical results can be used to make feature tracking with nonlinear techniques more efficient.<>
  • Keywords
    feature extraction; image processing; mathematical morphology; tracking; feature tracking; morphological operator; nonlinear techniques; object shrinkage; scale space evaluation; signal spreading; zero crossings;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on
  • Conference_Location
    Minneapolis, MN, USA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7402-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.1993.319569
  • Filename
    319569