Title :
Statistical properties of discrete morphological filters
Author :
Koskinen, Lasse ; Astola, Jaakko ; Neuvo, Yrjö
Author_Institution :
Tampere Univ., Finland
Abstract :
The statistical properties of discrete morphological filters are analyzed by utilizing the connection between morphological and stack filters. Analytical expressions of the output distribution of basic morphological filters are derived. For one-dimensional filters closed form expressions are given
Keywords :
discrete systems; filtering and prediction theory; statistical analysis; closed form expressions; discrete morphological filters; one-dimensional filters; output distribution; stack filters; statistical properties; Biomedical image processing; Biomedical signal processing; Boolean functions; Finite impulse response filter; Image analysis; Image processing; Inspection; Laboratories; Morphology; Shape;
Conference_Titel :
Circuits and Systems, 1990., IEEE International Symposium on
Conference_Location :
New Orleans, LA
DOI :
10.1109/ISCAS.1990.112349
