Title :
Vector median-rational hybrid filters for multichannel image processing
Author :
Khriji, Lazhar ; Gabbouj, Moncef
Author_Institution :
Dept. of Electr. Eng., ENIM, Monastir, Tunisia
Abstract :
In this paper, a new class of nonlinear filters called Vector Median Rational Hybrid Filters (VMRHF) for multispectral image processing was introduced and applied to the color image filtering problem. These filters are based on Rational Functions (RF). The VMRHF is a two-stage filter, which exploits the features of the vector median filter (VM) and those of the vector rational operator (VRF) (The output is the result of vector rational operation taking into account three sub-functions, such as two vector median sub-filters and one center weighted vector median filter (CWVMF)). These filters exhibit desirable properties, such as, edge and details preservation and accurate chromaticity estimation. The performances of the proposed filter are compared with those of the vector median and the directional-distance filters (DDF)
Keywords :
filtering theory; image colour analysis; image restoration; median filters; rational functions; accurate chromaticity estimation; center weighted vector median filter; colour image filtering problem; details preservation; edge preservation; multichannel image processing; multispectral image processing; nonlinear filters; rational functions; two-stage filter; vector median subfilters; vector median-rational hybrid filters; vector rational operator; Color; Electronic mail; Filtering; Image processing; Maximum likelihood estimation; Nonlinear filters; Pixel; Radio frequency; Signal processing; Virtual manufacturing;
Conference_Titel :
Circuits and Systems, 1999. ISCAS '99. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-5471-0
DOI :
10.1109/ISCAS.1999.779949