DocumentCode
2598284
Title
An overview of image fusion metrics
Author
Qiang Wang ; Daren Yu ; Yi Shen
Author_Institution
Harbin Inst. of Technol., Harbin, China
fYear
2009
fDate
5-7 May 2009
Firstpage
918
Lastpage
923
Abstract
Performance evaluation method that can compare and analyze different fusion techniques is an essential part in the development of image fusion techniques. This paper mainly discusses the applications and restrictions of performance evaluation metrics such as statistics feature related, information theory related, correlation information entropy, information deviation and etc. Accurate and effective assessment of the performances of image fusion techniques may instruct the development of the fusion methods, and increase the efficiency of image fusion system realization.
Keywords
image fusion; performance evaluation; image fusion metrics; image fusion system realization; performance evaluation method; Image analysis; Image fusion; Information entropy; Information theory; Instrumentation and measurement; Mutual information; Performance analysis; Quantum cellular automata; Remote sensing; Statistics; image fusion; information entropy; mutual information; nonlinear correlation; performance evaluation;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference, 2009. I2MTC '09. IEEE
Conference_Location
Singapore
ISSN
1091-5281
Print_ISBN
978-1-4244-3352-0
Type
conf
DOI
10.1109/IMTC.2009.5168582
Filename
5168582
Link To Document