Title :
An efficient algorithm to calculate sample and rank selection probabilities for weighted median filters
Author :
Morales, Aldo ; Boman, Eugene ; Ko, Sung Jea
Author_Institution :
Coll. of Eng., Pennsylvania State Univ., DuBois, PA, USA
fDate :
5/1/2002 12:00:00 AM
Abstract :
Sample and rank selection probabilities are important in the analysis of weighted median filters as well as in comparing linear and nonlinear filters. We propose a new, efficient algorithm to calculate these probabilities for weighted median filters. The computational savings of this new algorithm are substantial and compare favorably with other known algorithms.
Keywords :
filtering theory; median filters; probability; computational savings; efficient algorithm; linear filters; matrix; nonlinear filters; rank selection probability; sample selection probability; weighted median filters; Convolution; Finite impulse response filter; Mathematics; Nonlinear filters; Polynomials; Probability; Symmetric matrices;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2002.1009005