Title :
Image model representation and line-by-line recursive restoration
Author :
Murphy, Michael S. ; Silverman, Leonard M.
Author_Institution :
Aerospace Corporation, Los Angeles, CA, USA
fDate :
10/1/1978 12:00:00 AM
Abstract :
A new one dimensionally causal state-space image representation is developed and employed in deriving several line-by-line recursive restoration procedures for images degraded by blur and additive noise. The optimal and two practical suboptimal restoration schemes-strip restoration and constrained optimal restoration-are included.
Keywords :
Image processing; Recursive estimation; Additive noise; Degradation; Filtering; Image representation; Image restoration; Kalman filters; Optimal control; White noise;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.1978.1101864
