Robust switching vector median filter for impulsive noise removal

We present an order-statistics-based vector filter for the removal of impulsive noise from color images. The filter preserves the edges and fine image details by switching between the identity (no filtering) operation and the vector median filter operation based on the robust univariate median operator. Experiments on a diverse set of images and comparisons with state of the art filters shows that the proposed filter combines simplicity, flexibility, excellent filtering quality, and low computational requirements.

[1]  Rastislav Lukac,et al.  Adaptive vector median filtering , 2003, Pattern Recognit. Lett..

[2]  Hassan A. Kingravi,et al.  A Fast Switching Filter for Impulsive Noise Removal from Color Images , 2010, ArXiv.

[3]  Hassan A. Kingravi,et al.  Nonlinear vector filtering for impulsive noise removal from color images , 2007, J. Electronic Imaging.

[4]  Panos E. Trahanias,et al.  Vector directional filters-a new class of multichannel image processing filters , 1993, IEEE Trans. Image Process..

[5]  G. Eichmann,et al.  Vector median filters , 1987 .

[6]  Konstantinos N. Plataniotis,et al.  Color image processing using adaptive multichannel filters , 1997, IEEE Trans. Image Process..

[7]  Yrjö Neuvo,et al.  Three-dimensional median-related filters for color image sequence filtering , 1994, IEEE Trans. Circuits Syst. Video Technol..

[8]  J A Swets,et al.  Better decisions through science. , 2000, Scientific American.

[9]  Moncef Gabbouj,et al.  Adaptive fuzzy order statistics-rational hybrid filters for color image processing , 2002, Fuzzy Sets Syst..

[10]  Rastislav Lukac,et al.  Generalized entropy vector filters , 2003, Proceedings EC-VIP-MC 2003. 4th EURASIP Conference focused on Video/Image Processing and Multimedia Communications (IEEE Cat. No.03EX667).

[11]  Sanjit K. Mitra,et al.  Vector SD-ROM Filter for Removal of Impulse Noise from Colour Images , 1999 .

[12]  Konstantinos N. Plataniotis,et al.  Adaptive fuzzy systems for multichannel signal processing , 1999, Proc. IEEE.

[13]  Andrzej Chydzinski,et al.  Fast detection and impulsive noise removal in color images , 2005, Real Time Imaging.

[14]  Panos E. Trahanias,et al.  Generalized multichannel image-filtering structures , 1997, IEEE Trans. Image Process..

[15]  Moncef Gabbouj,et al.  Vector median-rational hybrid filters for multichannel image processing , 1999, IEEE Signal Processing Letters.

[16]  V. Barnett The Ordering of Multivariate Data , 1976 .

[17]  Rastislav Lukac,et al.  Vector sigma filters for noise detection and removal in color images , 2006, J. Vis. Commun. Image Represent..

[18]  Rastislav Lukac,et al.  Kernel density estimation based multichannel impulsive noise reduction filter , 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).