DocumentCode
672262
Title
A novel and fast algorithm for random valued impulse image noise cancellation using cubic B-splines
Author
Saxena, Manoj ; Gupta, M.K.
Author_Institution
Dept. of Comput. Sci., Rajasthan Tech. Univ., Kota, India
fYear
2013
fDate
9-11 Dec. 2013
Firstpage
421
Lastpage
426
Abstract
A novel and faster method for cancellation of random valued impulse noise is proposed in this paper. Our proposed algorithm works in two stages. In stage one, the noisy pixels are located and eliminated and in second stage, these noisy pixels are used for edge restoration. The results thus obtained are quite better and comparable to previously proposed algorithms and methods even at the noise levels of 60%.
Keywords
image denoising; image restoration; impulse noise; random noise; splines (mathematics); cubic B-splines; edge restoration; noisy pixels; random valued impulse image noise cancellation; Image edge detection; Image restoration; Interpolation; Noise measurement; PSNR; Splines (mathematics); Impulse noise; cubic b-splines; edge restoration; noise cancellation;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Information Processing (ICIIP), 2013 IEEE Second International Conference on
Conference_Location
Shimla
Print_ISBN
978-1-4673-6099-9
Type
conf
DOI
10.1109/ICIIP.2013.6707627
Filename
6707627
Link To Document