Behavior of adaptive digital erosions

Clara Cuciurean-Zapan, Edward R. Dougherty, Yidong Chen

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

Design of statistically optimal erosion-based filters is problematic due to the complexity of the search process. Specialized search techniques and constraints on optimality are used to mitigate the full search. Adaptation of structuring elements has also ben employed. The present paper looks at the behavior of an adaptive filter relative to the actual optimal filter for a single erosion in two models, signal-union-noise and dilation. It does so in the context of state transitions, where filter states are stacks that determine the structuring element upon thresholding.

Original languageEnglish (US)
Title of host publicationProceedings of SPIE - The International Society for Optical Engineering
EditorsEdward R. Dougherty, Francoise Preteux, Jennifer L. Davidson
Pages100-108
Number of pages9
StatePublished - 1996
Externally publishedYes
EventStatistical and Stochastic Methods for Image Processing - Denver, CO, USA
Duration: Aug 4 1996Aug 5 1996

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume2823
ISSN (Print)0277-786X

Other

OtherStatistical and Stochastic Methods for Image Processing
CityDenver, CO, USA
Period8/4/968/5/96

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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