Fuzzy morphological filters Conference Paper uri icon

abstract

  • The theory of fuzzy mathematical morphology is well-developed, including the characterization of fuzzy Minkowski algebra and extensions of the basic Matheron representation theorems. The present paper provides a natural paradigm for the lifting of crisp-set binary filters to fuzzy filters. The paradigm is based on considering gray-scale realizations of binary images as [0,1]-valued fuzzy images and then processing them in a manner compatible with their interpretation as fuzzy binary images. Various filters are implemented in the paper: smoothing, edge detection, peak detection, and object detection.

name of conference

  • Intelligent Robots and Computer Vision XI: Algorithms, Techniques, and Active Vision

published proceedings

  • Proceedings of SPIE

author list (cited authors)

  • Dougherty, E. R., Sinha, D., & Sinha, P.

citation count

  • 6

complete list of authors

  • Dougherty, Edward R||Sinha, Divyendu||Sinha, Purnendu

editor list (cited editors)

  • Casasent, D. P.

publication date

  • November 1992