DocumentCode
1428653
Title
Composing morphological filters
Author
Heijmans, Henk J A M
Author_Institution
CWI, Amsterdam, Netherlands
Volume
6
Issue
5
fYear
1997
fDate
5/1/1997 12:00:00 AM
Firstpage
713
Lastpage
723
Abstract
A morphological filter is an operator on a complete lattice that is increasing and idempotent. Two well-known classes of morphological filters are openings and closings. Furthermore, an interesting class of filters, the alternating sequential filters, is obtained if one composes openings and closings. This paper explains how to construct morphological filters, and derived notions such as overfilters, underfilters, inf-overfilters, and sup-underfilters by composition, the main ingredients being dilations, erosions, openings, and closings. The class of alternating sequential filters is extended by composing overfilters and underfilters. Finally, it is shown that any composition consisting of an equal number of dilations and erosions from an adjunction is a filter. The abstract approach is illustrated with some experimental results
Keywords
digital filters; filtering theory; image processing; lattice filters; mathematical morphology; mathematical operators; adjunction; alternating sequential filter; closings; construction; dilations; erosions; inf-overfilters; lattice; morphological filters; openings; overfilters; sup-underfilters; underfilter; Filtering theory; Filters; Lattices; Morphology; Upper bound;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/83.568928
Filename
568928
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