Title :
Efficient removal of impulse noise from digital images
Author_Institution :
Dept. of Eng., St. Mary´´s Univ., San Antonio, TX, USA
fDate :
5/1/2006 12:00:00 AM
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;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2006.1649674