DocumentCode
3077737
Title
Experiments on the use of local statistics for adaptive image processing
Author
Strickland, Robin N.
Author_Institution
University of Arizona, Tucson, Arizona, USA
Volume
9
fYear
1984
fDate
30742
Firstpage
96
Lastpage
99
Abstract
In this paper, we report results from our experiments to find useful measures of local image statistics from small subblocks of data. Our criteria for the reliability of statistical estimates is that they should yield high quality results when used in adaptive image processing. We describe a method for estimating the correlation parameters of first-order Markov autocovariance models using relatively few computational steps. An application to block-interpolative data compression is given.
Keywords
Data compression; Electric variables measurement; Finite impulse response filter; Image processing; Image restoration; Parameter estimation; Pixel; Statistics; Wiener filter; Yield estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '84.
Type
conf
DOI
10.1109/ICASSP.1984.1172787
Filename
1172787
Link To Document