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Measuring the capacity of image fusion
conference contribution
posted on 2012-01-01, 00:00 authored by Mohammed Hossny, Saeid NahavandiMultisource image fusion is usually achieved by repeatedly fusing source images in pairs. However, there is no guarantee on the delivered quality considering the amount of information to be squeezed into the same spatial dimension. This paper presents a fusion capacity measure and examines the limits at which fusing more images will not add further information. The fusion capacity index employs Mutual Information (MI) to measure how far the histogram of the examined image is from a uniformly distributed histogram of a saturated image.
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Event
Image Processing Theory, Tools and Applications. Conference (3rd : 2012 : Istanbul, Turkey)Pagination
415 - 420Publisher
IEEELocation
Istanbul, TurkeyPlace of publication
Piscataway, N. JPublisher DOI
Start date
2012-10-15End date
2012-10-18ISBN-13
9781467325837ISBN-10
146732583XLanguage
engPublication classification
E1 Full written paper - refereedTitle of proceedings
IPTA 2012 : Proceedings of the 3rd International Conference on Image Processing Theory, Tools and ApplicationsUsage metrics
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