DocumentCode
872529
Title
Flat zones filtering, connected operators, and filters by reconstruction
Author
Salembier, P. ; Serra, J.
Author_Institution
Dept. de Teoria del Senyal i Comunicacions, Univ. Politecnica de Catalunya, Barcelona, Spain
Volume
4
Issue
8
fYear
1995
fDate
8/1/1995 12:00:00 AM
Firstpage
1153
Lastpage
1160
Abstract
This correspondence deals with the notion of connected operators. Starting from the definition for operator acting on sets, it is shown how to extend it to operators acting on function. Typically, a connected operator acting on a function is a transformation that enlarges the partition of the space created by the flat zones of the functions. It is shown that from any connected operator acting on sets, one can construct a connected operator for functions (however, it is not the unique way of generating connected operators for functions). Moreover, the concept of pyramid is introduced in a formal way. It is shown that, if a pyramid is based on connected operators, the flat zones of the functions increase with the level of the pyramid. In other words, the flat zones are nested. Filters by reconstruction are defined and their main properties are presented. Finally, some examples of application of connected operators and use of flat zones are described
Keywords
filtering theory; image reconstruction; image segmentation; mathematical morphology; mathematical operators; connected operators; filters; flat zones filtering; function; morphological filters; pyramid concept; reconstruction; segmentation; transformation; Arithmetic; Filtering; Filters; Image coding; Image reconstruction; Performance loss; Source coding; Testing; Transform coding; Vector quantization;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/83.403422
Filename
403422
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