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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao zbMATH Openarrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Article
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SIAM Journal on Applied Mathematics
Article . 1991 . Peer-reviewed
Data sources: Crossref
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Shape Analysis and Reduction of the Morphological Basis for Digital Moving-Average Filters

Shape analysis and reduction of the morphological basis for digital moving-average filters
Authors: Dougherty, Edward R.; Kraus, Eugene J.;

Shape Analysis and Reduction of the Morphological Basis for Digital Moving-Average Filters

Abstract

Summary: 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 digial 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 or a morphological quasi average is introduced and the power of such filters to approximate morphological filters is addressed. The effect of basis reduction is studied for a rather wide class of morphological filters, the aim being to quantify the degree of which is a reduced-basis filter approximates the original full-basis filter. The reduction analysis is then applied to the moving mean.

Keywords

morphology, convolution, erosions, Computing methodologies for image processing, approximation, moving average

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
9
Average
Top 10%
Top 10%
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