Role of shape in morphological bases for digital moving-average filters Conference Paper uri icon

abstract

  • A digital moving-average filter with nonnegative mask weights that sum to unity is a gray-scale morphological filter. As such, it possesses a representation as a maximum of erosions over its morphological basis. The present paper investigates the special properties of the digital moving-average morphological basis, these properties being, for the most part, combinatoric in nature. Shapes of digital structuring elements are related to the filter weights by means of shape classes. This is accomplished by defining a characteristic of a signal relative to the filter weights and then characterizing basis elements by means of the characteristic. The notion of shape is then extended to a more general class of morphological filters. The concept of a morphological quasi-average is introduced and the power of such filters to approximate morphological filters is addressed.

name of conference

  • Image Algebra and Morphological Image Processing

published proceedings

  • Proceedings of SPIE

author list (cited authors)

  • Dougherty, E. R., & Kraus, E. J.

citation count

  • 2

complete list of authors

  • Dougherty, Edward R||Kraus, Eugene J

editor list (cited editors)

  • Gader, P. D.

publication date

  • November 1990