Optimal nonlinear interpolation of image line scans

Robert A. Gaulden; Steven C. Gustafson

doi:10.1117/12.497849

28 May 2003 Optimal nonlinear interpolation of image line scans

Robert A. Gaulden, Steven C. Gustafson

Proceedings Volume 5014, Image Processing: Algorithms and Systems II; (2003) https://doi.org/10.1117/12.497849
Event: Electronic Imaging 2003, 2003, Santa Clara, CA, United States

Abstract

This paper describes and illustrates an optimal nonlinear interpolation method that is appropriate for image line scans. It is particularly suitable for the restoration of digital images corrupted by “salt and pepper” noise in which isolated pixels are driven to their minimum and maximum gray values. It assigns gray values to these pixels so that the original smoothness of each line scan is maintained. The method is significant in that smoothness invariance is not achieved using, for example, ordinary low-pass or standard wavelet filtering methods to remove “salt and pepper” noise.

Citation Download Citation

Robert A. Gaulden and Steven C. Gustafson "Optimal nonlinear interpolation of image line scans", Proc. SPIE 5014, Image Processing: Algorithms and Systems II, (28 May 2003); https://doi.org/10.1117/12.497849

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