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Feature Mutual Information (FMI) Image Fusion Metric

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Feature Mutual Information (FMI) Image Fusion Metric

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18 Mar 2014 (Updated )

A non-reference image fusion metric based on mutual information of image features

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Description

FMI calculates the Feature Mutual Information (FMI), the non-reference performance metric for fusion algorithms, proposed in:
 
 
M.B.A. Haghighat, A. Aghagolzadeh, H. Seyedarabi, "A Non-Reference Image Fusion Metric Based on Mutual Information of Image Features," Computers and Electrical Engineering, vol. 37, no. 5, pp. 744-756, Sept. 2011.
http://dx.doi.org/10.1016/j.compeleceng.2011.07.012
 
 
This code is the implementation of FAST-FMI, presented in:
 
 
M. Haghighat, M.A. Razian, “Fast-FMI: non-reference image fusion metric,” 8th International Conference on Application of Information and Communication Technologies (AICT), pp. 1-3, 2014.
 
 
 
IF YOU USE THIS CODE IN YOUR WORK, PLEASE CITE THE ABOVE PAPERS.

Acknowledgements

Multi Focus Image Fusion In Dct Domain inspired this file.

This file inspired Multi Focus Image Fusion In Dct Domain and Mutual Information Of Two Images.

Required Products Image Processing Toolbox
MATLAB
Wavelet Toolbox
MATLAB release MATLAB 8.4 (R2014b)
MATLAB Search Path
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Comments and Ratings (2)
18 Mar 2014 Steve  
18 Mar 2014 Steve  
Updates
18 Mar 2014

Added reference

18 Mar 2014

Added description

18 Mar 2014

Added Copyright owner

30 Jul 2014

Added the Fast-FMI implementation

30 Jul 2014

Added the Fast-FMI implementation

02 Nov 2014

MATLAB Toolbox File Format

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