Queueing interpretation of adaptive reconstructive multiparameter τ-opening filters

Yidong Chen, Edward R. Dougherty

Research output: Contribution to journalConference article

Abstract

A multiparameter binary τ-opening is a union of parameterized openings in which parameters for each opening are individually defined and a structuring element can be parameterized relative to both size and shape. The reconstructive filter corresponding to an opening is defined by fully passing any grain not eliminated by the opening and deleting all other grains. Adaptive design results from treating the parameter vector of a reconstructive multiparameter τ-opening as the state space of a Markov chain. The present paper considers the relationship between Markovian queueing networks and adaptive multiparameter τ-openings for the signal-union-noise model.

Original languageEnglish (US)
Pages (from-to)59-65
Number of pages7
JournalProceedings of SPIE - The International Society for Optical Engineering
Volume3304
DOIs
StatePublished - Dec 1 1998
Externally publishedYes
EventNonlinear Image Processing IX - San Jose, CA, United States
Duration: Jan 26 1998Jan 27 1998

Keywords

  • Adaptive filter
  • Markov chain
  • Mathematical Morphology
  • Opening

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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