what are the features/measures for no reference quality analysis of fused images

Question

pranav kulkarni 2016-10-25

1
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回答： Image Analyst 2019-1-2

I have performed image fusion, i want to calculate the quality of fused image with 'no-reference'.what are metrics for quality measure.

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Answer 1

Mohammad Haghighat 2016-10-26

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There are several non-reference metrics for feature fusion. The widely used ones are the Piella [1], Petrovic [2] and the Feature Mutual Information (FMI) [3,4] metrics. The Matlab code for FMI metric is available here:

http://www.mathworks.com/matlabcentral/fileexchange/45926

References:

[1] C.S. Xydeas, and V. Petrovic. "Objective image fusion performance measure." Electronics letters, vol. 36, no. 4, pp. 308-309, 2000.

[2] G. Piella, and H. Heijmans. "A new quality metric for image fusion." International Conference on Image Processing (ICIP), vol. 3, pp. 173-176, 2003.

[3] M.B.A. Haghighat, A. Aghagolzadeh, and H. Seyedarabi. "A non-reference image fusion metric based on mutual information of image features." Computers & Electrical Engineering, vol. 37, no. 5, pp. 744-756, 2011.

[4] 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.