DocumentCode
1011159
Title
Efficient removal of impulse noise from digital images
Author
Luo, Wenbin
Author_Institution
Dept. of Eng., St. Mary´´s Univ., San Antonio, TX, USA
Volume
52
Issue
2
fYear
2006
fDate
5/1/2006 12:00:00 AM
Firstpage
523
Lastpage
527
Abstract
A new impulse noise removal technique is presented to restore digital images corrupted by impulse noise. The algorithm is based on fuzzy impulse detection technique, which can remove impulse noise efficiently from highly corrupted images while preserving image details. Extensive experimental results show that the proposed technique performs significantly better than many existing state-of-the-art algorithms. Due to its low complexity, the proposed algorithm is very suitable for hardware implementation. Therefore, it can be used to remove impulse noise in many consumer electronics products such as digital cameras and digital television (DTV) for its performance and simplicity.
Keywords
image denoising; impulse noise; digital cameras; digital images restoration; digital television; fuzzy impulse detection technique; highly corrupted images; image details; impulse noise removal; Consumer electronics; Detectors; Digital TV; Digital cameras; Digital images; Filters; Pixel; Signal processing algorithms; Signal to noise ratio; Video sequences;
fLanguage
English
Journal_Title
Consumer Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0098-3063
Type
jour
DOI
10.1109/TCE.2006.1649674
Filename
1649674
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