Measuring the capacity of image fusion

Hossny, Mohammed and Nahavandi, Saeid 2012, Measuring the capacity of image fusion, in IPTA 2012 : Proceedings of the 3rd International Conference on Image Processing Theory, Tools and Applications, IEEE, Piscataway, N. J, pp. 415-420, doi: 10.1109/IPTA.2012.6469548.

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Title Measuring the capacity of image fusion
Author(s) Hossny, MohammedORCID iD for Hossny, Mohammed orcid.org/0000-0002-1593-6296
Nahavandi, SaeidORCID iD for Nahavandi, Saeid orcid.org/0000-0002-0360-5270
Conference name Image Processing Theory, Tools and Applications. Conference (3rd : 2012 : Istanbul, Turkey)
Conference location Istanbul, Turkey
Conference dates 15-18 Oct. 2012
Title of proceedings IPTA 2012 : Proceedings of the 3rd International Conference on Image Processing Theory, Tools and Applications
Editor(s) [Unknown],
Publication date 2012
Conference series Image Processing Theory, Tools and Applications Conference
Start page 415
End page 420
Total pages 6
Publisher IEEE
Place of publication Piscataway, N. J
Keyword(s) image fusion
infinity image
mutual information
quadtree decomposition
white noise
Summary Multisource 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.
ISBN 146732583X
9781467325837
Language eng
DOI 10.1109/IPTA.2012.6469548
Field of Research 080106 Image Processing
Socio Economic Objective 810199 Defence not elsewhere classified
HERDC Research category E1 Full written paper - refereed
Persistent URL http://hdl.handle.net/10536/DRO/DU:30052547

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