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
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;
Conference_Titel :
Image Information Processing (ICIIP), 2013 IEEE Second International Conference on
Conference_Location :
Shimla
Print_ISBN :
978-1-4673-6099-9
DOI :
10.1109/ICIIP.2013.6707627