Title :
Modified sigma filter for processing images corrupted by multiplicative and impulsive noise
Author :
Lukin, Vladimir V. ; Ponomarenko, Nikolaj N. ; Kuosmanen, Pauli S. ; Astola, Jaakko T.
Author_Institution :
Dept 507, Kharkov Aviation Institute, Chkalova St 17, 310070, Kharkov, Ukraine
Abstract :
A new modification of sigma filter is proposed and tested in this paper. This modification is suitable for processing images corrupted by Gaussian multiplicative and impulsive noises and it avoids some typical disadvantages of the standard sigma filter while possessing robust properties. The test images include both simulated and real radar images. It is seen that the proposed modification provides improved speckle suppression efficiency and less bias for homogeneous regions of images.
Keywords :
Image edge detection; Noise; Radar imaging; Robustness; Spaceborne radar; Strips;
Conference_Titel :
European Signal Processing Conference, 1996. EUSIPCO 1996. 8th
Conference_Location :
Trieste, Italy
Print_ISBN :
978-888-6179-83-6