Title :
Generalised class of nonlinear-type hybrid filters
Author :
Khriji, L. ; Gabbouj, M.
Author_Institution :
Coll. of Eng., Sultan Qaboos Univ., Muscat, Oman
fDate :
12/5/2002 12:00:00 AM
Abstract :
A new class of nonlinear filters called the generalised directional distance rational hybrid filters (GDDRHF) for multidimensional signal processing is described. The application at hand is colour image filtering problems. The GDDRHF filter is a two-stage filter, which exploits the features of a new directional distance filter, where the temporal information related to the central sample is expressed by its weight, and those of the rational operator. This weight is incorporated to a sum of vector distances and vector angles. It is shown that the new GDDRHF outperforms a number of widely known nonlinear filters with respect to all criteria used.
Keywords :
filtering theory; image colour analysis; multidimensional signal processing; nonlinear filters; GDDRHF; central sample; colour image filtering; generalised directional distance rational hybrid filters; multidimensional signal processing; nonlinear-type hybrid filters; rational operator; temporal information; two-stage filter; vector angles; vector distances; weight;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20021120