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Digital restoration of images degraded by general motion blurs

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3 Author(s)
Aboutalib, A. ; University of Southern California, Los Angeles, CA, USA ; Murphy, M. ; L.M.Silverman

A state space model for two-dimensional motion blurs is described and is employed in developing recursive restoration procedures for images degraded by motion blurs. Inverse system methods and Kalman/Bucy estimation techniques are invoked in deriving the restoration algorithms for the noise-free and noisy cases, respectively. Computer implementations demonstrate the effectiveness of the new restoration schemes.

Published in:

Automatic Control, IEEE Transactions on  (Volume:22 ,  Issue: 3 )