DocumentCode
950040
Title
A new impulse detector for switching median filters
Author
Zhang, Shuqun ; Karim, Mohammad A.
Author_Institution
Dept. of Electr. & Comput. Eng., State Univ. of New York, Binghamton, NY, USA
Volume
9
Issue
11
fYear
2002
Firstpage
360
Lastpage
363
Abstract
A new impulse noise detection technique for switching median filters is presented, which is based on the minimum absolute value of four convolutions obtained using one-dimensional Laplacian operators. Extensive simulations show that the proposed filter provides better performance than many of the existing switching median filters with comparable computational complexity. In particular, the proposed filter is directed toward improved line preservation.
Keywords
computational complexity; convolution; filtering theory; image restoration; impulse noise; median filters; computational complexity; convolution; image details preservation; impulse detector; impulse noise detection; line preservation; one-dimensional Laplacian operators; switching median filters; Computational complexity; Computational modeling; Detectors; Filters; Image edge detection; Kernel; Laplace equations; Object detection; Pixel; Samarium;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2002.805310
Filename
1058205
Link To Document