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An information theory of image gathering

Authors :
Friedrich O. Huck
Carl L. Fales
Source :
Information Sciences. :245-285
Publication Year :
1991
Publisher :
Elsevier BV, 1991.

Abstract

Shannon's mathematical theory of communication is extended to image gathering. Expressions are obtained for the total information that is received with a single image-gathering channel and with parallel channels. It is concluded that the aliased signal components carry information even though these components interfere with the within-passband components in conventional image gathering and restoration, thereby degrading the fidelity and visual quality of the restored image. An examination of the expression for minimum mean-square-error, or Wiener-matrix, restoration from parallel image-gathering channels reveals a method for unscrambling the within-passband and aliased signal components to restore spatial frequencies beyond the sampling passband out to the spatial frequency response cutoff of the optical aperture.

Details

ISSN :
00200255
Database :
OpenAIRE
Journal :
Information Sciences
Accession number :
edsair.doi...........3fdef8683d2011689c4e1a26bc65c14b