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Proceedings Paper

Theoretical and experimental analysis of the effects of noise in morphological image processing
Author(s): Pasi Rustanius; Lasse Koskinen; Jaakko T. Astola
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Paper Abstract

There has recently been essential theoretical development in the analysis of the statistical properties of morphological filters. In this paper we present a short summary of these results and analyze theoretically different characteristics of the effects of noise. These include output expectations and variances for different types of noise and signals. We also present a comprehensive experimental analysis based on extensive simulations of the effects of the shape and the size of the structuring set.

Paper Details

Date Published: 1 June 1992
PDF: 12 pages
Proc. SPIE 1769, Image Algebra and Morphological Image Processing III, (1 June 1992); doi: 10.1117/12.60627
Show Author Affiliations
Pasi Rustanius, Tampere Univ. (Finland)
Lasse Koskinen, Tampere Univ. (Finland)
Jaakko T. Astola, Tampere Univ. (Finland)

Published in SPIE Proceedings Vol. 1769:
Image Algebra and Morphological Image Processing III
Paul D. Gader; Edward R. Dougherty; Jean C. Serra, Editor(s)

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