ADAPTIVE L-FILTERS WITH APPLICATIONS IN SIGNAL AND IMAGE-PROCESSING

Citation
T. Sun et al., ADAPTIVE L-FILTERS WITH APPLICATIONS IN SIGNAL AND IMAGE-PROCESSING, Signal processing, 38(3), 1994, pp. 331-344
Citations number
NO
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
ISSN journal
01651684
Volume
38
Issue
3
Year of publication
1994
Pages
331 - 344
Database
ISI
SICI code
0165-1684(1994)38:3<331:ALWAIS>2.0.ZU;2-I
Abstract
Adaptive order statistic filters (L-filters) based on local statistics of signals are introduced in this paper. Such estimators are particul arly effective in filtering signals which are corrupted by more than o ne type of noise, e.g., additive Gaussian noise plus impulses. In orde r to further improve the filtering performance (detail preserving abil ity), adaptive L-filtering structures have been combined with weighted median operations, exploiting temporal information which is lost by o rdering in L-filtering. Simulation results are included to assess the performance of the proposed adaptive structures for one and two dimens ional signals.