Title :
Edge preserving signal enhancement using generalizations of order statistic filtering
Author :
Peterson, Steven R. ; Kassam, Saleem A.
Author_Institution :
University of Pennsylvania, Philadelphia, Pennsylvania
Abstract :
Several generalizations of order statistic filtering are examined and proposed for nonlinear edge preservation and impulsive noise suppression. The Double Window Modified Trimmed Mean filter´s performance is characterized. Recursive generalizations are considered for enhanced smoothing capabilities. A structure combining temporal and rank order statistic processing is proposed. While exposition and examples are given for one dimensional input sequences, the techniques and results are applicable to multidimensional filtering.
Keywords :
Cellular neural networks; Filtering; Maximum likelihood detection; Multidimensional systems; Nonlinear filters; Radar imaging; Smoothing methods; Speech enhancement; Statistics; White noise;
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '85.
DOI :
10.1109/ICASSP.1985.1168349