Analysis and extensions of soft morphological filters

Pauli Kuosmanen; Lasse Koskinen; Jaakko T. Astola

doi:10.1117/12.144772

21 May 1993 Analysis and extensions of soft morphological filters

Pauli Kuosmanen, Lasse Koskinen, Jaakko T. Astola

Proceedings Volume 1902, Nonlinear Image Processing IV; (1993) https://doi.org/10.1117/12.144772
Event: IS&T/SPIE's Symposium on Electronic Imaging: Science and Technology, 1993, San Jose, CA, United States

Abstract

In this paper, we analyze the deterministic and the statistical properties of soft morphological filters and their extensions. This analysis offers methods to design well performing soft morphological filters. We derive some detail preservation properties and study the noise attenuation properties of certain filters. Special attention is paid to the effect of varying parameters on the behavior of filters. Understanding these effects is essential in designing optimal filters.

Citation Download Citation

Pauli Kuosmanen, Lasse Koskinen, and Jaakko T. Astola "Analysis and extensions of soft morphological filters", Proc. SPIE 1902, Nonlinear Image Processing IV, (21 May 1993); https://doi.org/10.1117/12.144772

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