Statistical interpolation of sampled images

Valerie Leung; Philip J. Bones; Richard G. Lane

doi:10.1117/1.1353799

1 April 2001 Statistical interpolation of sampled images

Valerie Leung, Philip J. Bones, Richard G. Lane

Optical Engineering, Vol. 40, Issue 4, (April 2001). https://doi.org/10.1117/1.1353799

The problem of interpolating a sampled signal is well known in signal processing. We describe a Bayesian interpolator that models the sampling process and the autocovariances of both the signal and the noise in its design. We show that the technique is an adaptation of the kriging process used in geostatistics, and how it can be applied to interpolating aliased sampled signals.

©(2001) Society of Photo-Optical Instrumentation Engineers (SPIE)

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Valerie Leung, Philip J. Bones, and Richard G. Lane "Statistical interpolation of sampled images," Optical Engineering 40(4), (1 April 2001). https://doi.org/10.1117/1.1353799

Published: 1 April 2001

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