AN IIR MEDIAN HYBRID FILTER

被引:9
作者
BAUER, PH
SARTORI, MA
BRYDEN, TM
机构
[1] Department of Electrical Engineering, University of Notre Dame, Notre Dame
[2] IBM, Poughkeepsie, NY.
关键词
D O I
10.1109/78.134470
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A new class of nonlinear filters, the so-called class of multidirectional infinite impulse response median hybrid filters, is presented and analyzed. The input signal is processed twice using a linear shift-invariant infinite impulse response filtering module: once with normal causality and a second time with inverted causality. The final output of the MIMH filter is the median of the two-directional outputs and the original input signal. Thus, the MIMH filter is a concatenation of linear filtering and nonlinear filtering (a median filtering module). Because of this unique scheme, the MIMH filter possesses many desirable properties which are both proven and analyzed (including impulse removal, step preservation, and noise suppression). A comparison to other existing median type filters is also provided.
引用
收藏
页码:1068 / 1078
页数:11
相关论文
共 10 条
[1]   LINEAR MEDIAN HYBRID FILTERS [J].
ASTOLA, J ;
HEINONEN, P ;
NEUVO, Y .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1989, 36 (11) :1430-1438
[2]   A GENERALIZATION OF MEDIAN FILTERING USING LINEAR-COMBINATIONS OF ORDER-STATISTICS [J].
BOVIK, AC ;
HUANG, TS ;
MUNSON, DC .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1983, 31 (06) :1342-1350
[3]   A THEORETICAL-ANALYSIS OF THE PROPERTIES OF MEDIAN FILTERS [J].
GALLAGHER, NC ;
WISE, GL .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1981, 29 (06) :1136-1141
[4]   FIR-MEDIAN HYBRID FILTERS [J].
HEINONEN, P ;
NEUVO, Y .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1987, 35 (06) :832-838
[5]   FIR-MEDIAN HYBRID FILTERS WITH PREDICTIVE FIR SUBSTRUCTURES [J].
HEINONEN, P ;
NEUVO, Y .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (06) :892-899
[6]  
LEE YH, 1989, IEEE T ACOUST SPEECH, V37, P303, DOI 10.1109/29.21695
[7]   MEDIAN FILTERS - SOME MODIFICATIONS AND THEIR PROPERTIES [J].
NODES, TA ;
GALLAGHER, NC .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1982, 30 (05) :739-746
[8]  
NODES TA, 1984, IEEE T COMMUN, V32, P523
[9]  
Sedgewick R, 1988, ALGORITHMS
[10]  
Tukey J.W., 1971, EXPLORATORY DATA ANA