Theoretical and experimental analysis of the effects of noise in morphological image processing

Pasi Rustanius; Lasse Koskinen; Jaakko T. Astola

doi:10.1117/12.60627

1 June 1992 Theoretical and experimental analysis of the effects of noise in morphological image processing

Pasi Rustanius, Lasse Koskinen, Jaakko T. Astola

Proceedings Volume 1769, Image Algebra and Morphological Image Processing III; (1992) https://doi.org/10.1117/12.60627
Event: San Diego '92, 1992, San Diego, CA, United States

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.

Citation Download Citation

Pasi Rustanius, Lasse Koskinen, and Jaakko T. Astola "Theoretical and experimental analysis of the effects of noise in morphological image processing", Proc. SPIE 1769, Image Algebra and Morphological Image Processing III, (1 June 1992); https://doi.org/10.1117/12.60627

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