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Multi-Focus Image Fusion in DCT Domain

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Multi-Focus Image Fusion in DCT Domain

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19 Mar 2013 (Updated )

Simulation of two multifocus image fusion methods: 1.DCT+Variance 2.DCT+Variance+CV

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Description

Attached is the simulation of following multi-focus image fusion methods:
   
(1) DCT+Variance
(2) DCT+Variance+CV
   
proposed in:
   
M.B.A. Haghighat, A. Aghagolzadeh, H. Seyedarabi, "Multi-Focus Image Fusion for Visual Sensor Networks in DCT Domain," Computers and Electrical Engineering, vol. 37, no. 5, pp. 789-797, Sep. 2011.
http://dx.doi.org/10.1016/j.compeleceng.2011.04.016
 
M.B.A. Haghighat, A. Aghagolzadeh, H. Seyedarabi, "Real-time fusion of multi-focus images for visual sensor networks," 6th Iranian Machine Vision and Image Processing (MVIP), pp. 1-6, IEEE, 2010.

Acknowledgements

Feature Mutual Information (Fmi) Image Fusion Metric inspired this file.

This file inspired Feature Mutual Information (Fmi) Image Fusion Metric.

Required Products Image Processing Toolbox
MATLAB
MATLAB release MATLAB 8.4 (R2014b)
MATLAB Search Path
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Comments and Ratings (14)
15 Jan 2015 Mohammad Haghighat

Valéria:

You need to normalize the pixel values to be between 0 and 255.

Comment only
07 Jan 2015 Valéria Souza

Hello, can I use this code with DICOM images?

Comment only
29 Apr 2014 Mohammad Haghighat

Rashmi:

Can you please tell me what errors you get?

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18 Apr 2014 rashmi

rashmi (view profile)

code is not giving me the results.

Comment only
18 Mar 2014 Steve

Steve (view profile)

 
11 Feb 2014 Duvarakesh KR

what is mean about dictionary and atoms ?

Comment only
08 Jan 2014 Mohammad Haghighat

You can find it at:
https://www.academia.edu/1101454/Multi-Focus_Image_Fusion_for_Visual_Sensor_Networks_in_DCT_Domain

Comment only
07 Jan 2014 Akshay Gore

Please send paper.
I am interested in your work.

Akshay Gore
akshaygore@live.com

06 Dec 2013 Mohammad Haghighat

machine learning,

Comment only
31 Oct 2013 Prasad Kalane  
23 Jul 2013 Steve

Steve (view profile)

Professional coding style

06 Jun 2013 siddu

siddu (view profile)

 
25 Mar 2013 Tony

Tony (view profile)

 
22 Mar 2013 Tony

Tony (view profile)

Thank you, they work really good, specially the one with consistency verification. It was clever to apply it with imfilter.

Updates
29 Apr 2013

Add some comments to the code

29 Apr 2013

Add comments

08 Jul 2013

Added a graphical abstract

19 Sep 2013

Add error messages

17 Dec 2013

Added the database images

03 Feb 2014

Add references

02 Nov 2014

MATLAB Toolbox File Format

02 Nov 2014

MATLAB Toolbox File Format

31 Jan 2015

MATLAB Toolbox File Format

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