학술논문

A Comprehensive Morphological Hybrid Filter Considering Symmetry Maintained
Document Type
Article
Text
Source
International Journal of Smart Home, 10/30/2016, Vol. 10, Issue 10, p. 239-248
Subject
mathematical morphology
generalized morphological filters
hybrid filters
symmetry maintained
Gaussian noise
PSNR
Language
English
ISSN
1975-4094
Abstract
In this paper, we present a comprehensive morphological hybrid filter considering symmetry maintained, based on composited the morphological hybrid filters and the generalized morphological hybrid filters. The filter improved filtering performance from two aspects: morphological operate mode and optimization of structure elements. It can eliminate the gray values deviation of the images and have the double advantage of the two-path dual filters. Simulation results show that the new hybrid filter can effectively remove the noise in the image while maintaining the image details. Compared with the other morphological hybrid filters, the images filtered by the new filter may have a higher peak signal-to-noise ratio (PSNR) and a smaller mean square error (MSE).