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In matlab you can type

>> help conv2

I am also trying to find it in C, but no success yet. I will try to make my own. It should be easy just some for loops and if conditions.

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If your convolution kernel is [1 0 1] and you apply it to a 2-D matrix or an image, then it will interpolate the value for the middle pixel or point by average values of right and left pixels. It is a sliding window run from left to right on the image, shifting one pixel at a time and interpolating. This is done to find simple contrast edges in an image.
Hope this helps.
I was also hitting my head before I could understand it.

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