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mostafaaminnaji / ECNN

Ensemble of CNN for multi-focus image fusion
BSD 2-Clause "Simplified" License
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Infromation of evaluation metrics #2

Open trusha1988 opened 3 years ago

trusha1988 commented 3 years ago

dear author,

I am facing difficulty in the implementation of evaluation metrics like MI, NMI, FMI in python. If you can add python code of same here I will be a great help.

mostafaaminnaji commented 3 years ago

Hello, Unfortunately, I do have my own Fusion Metrics codes on my current PC. But there is a repository that contains many fusion metrics in MATLAB: https://github.com/mostafaaminnaji/imageFusionMetrics

Also, for FMI you can use this in MATLAB: https://github.com/mhaghighat/fmi

Maybe they have different scores from published papers. It is because of differences in implementation of metrics, normalization, type and size and quality of input multi-focus image fusion. So it is better to use the source code of each paper and then use fusion metrics for comparison.

Regards,

Mostafa

trusha1988 commented 3 years ago

Dear author,

Thank you so much for your help.

On Wed, Aug 4, 2021 at 2:07 PM Mostafa Amin-Naji @.***> wrote:

Hello, Unfortunately, I do have my own Fusion Metrics codes on my current PC. But there is a repository that contains many fusion metrics in MATLAB: https://github.com/mostafaaminnaji/imageFusionMetrics

Also, for FMI you can use this in MATLAB: https://github.com/mhaghighat/fmi

Maybe they have different scores from published papers. It is because of differences in implementation of metrics, normalization, type and size and quality of input multi-focus image fusion. So it is better to use the source code of each paper and then use fusion metrics for comparison.

Regards,

Mostafa

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