DocumentCode
3483381
Title
Image fusion algorithms and metrics duality index
Author
Hossny, M. ; Nahavandi, S.
Author_Institution
Centre for Intell. Syst. Res., Deakin Univ., Waurn Ponds, VIC, Australia
fYear
2009
fDate
7-10 Nov. 2009
Firstpage
2193
Lastpage
2196
Abstract
This paper discusses the duality between image fusion algorithms and quality metrics. It discusses odd cases where some quality metrics fail to estimate the added information and proposes a duality index that measures how suitable the metrics are to fusion algorithms. The proposed duality index serves as an objective function against which combinations of fusion algorithms, metrics, and their parameters are tested.
Keywords
image fusion; image fusion algorithms; metrics duality index; objective function; Counting circuits; Entropy; Fuses; Image fusion; Image processing; Intelligent systems; Mean square error methods; Mutual information; Navigation; Testing; Duality; Image fusion; Metrics;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location
Cairo
ISSN
1522-4880
Print_ISBN
978-1-4244-5653-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2009.5413850
Filename
5413850
Link To Document