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late fusion over color and texture descriptors

Any idea on how to do late fusion over color and texture descriptors?

I am doing a texture matching project. I want to merge color descriptor (I used calchist()) and texture descriptor (i used LBP). From a paper, i get to know that late fusion is a way to do it. They meant sum or product of sum to do it but unfortunately i did not get it.

Now i am comparing the histogram of color and LBP among test image and Database images and computing the average of them.

Any idea on how to do this late fusion on Color descriptor and texture descriptors?

Thanks!