DocumentCode :
535102
Title :
New Alternating Sequential Filters and the application for impulsive noise removal
Author :
Bai, Xiangzhi ; Zhou, Fugen
Author_Institution :
Image Process. Center, Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Volume :
3
fYear :
2010
fDate :
16-18 Oct. 2010
Firstpage :
1088
Lastpage :
1091
Abstract :
Alternating Sequential Filters (ASFs) are important composing operations of mathematical morphology in different applications. However, because of the image detail smoothing of the opening and closing operations in ASFs, ASFs can not perform very well. New top-hat transform had been proposed through reconstructing the used structuring elements, which can protect image details. And, the main operations in new top-hat transform can achieve the same purpose of opening or closing for bright or black feature extraction. In light of this, a new class of ASFs based on new top-hat transform is proposed in this paper. An application of impulsive noise suppression is used to show the efficient performance of new ASFs. Experimental results show that new ASFs perform better than ASFs, and can be widely used in different applications.
Keywords :
feature extraction; filtering theory; image denoising; impulse noise; mathematical morphology; transforms; alternating sequential filters; feature extraction; image detail smoothing; image details; impulsive noise removal; impulsive noise suppression; mathematical morphology; top-hat transform; Feature extraction; Morphology; PSNR; Smoothing methods; Transforms; ASFs; impulsive noise suppression; mathematical morphology; structuring element; top-hat transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
Type :
conf
DOI :
10.1109/CISP.2010.5646889
Filename :
5646889
Link To Document :
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