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remove image borders

I have 3 images aligned one after the other in a single window.I want to remove the borders(or edges dont know the exact word sorry) in between the 3 images so that there is only one border which surrounds the 3 images. Can anyone help please? I am using openCV and C++. Is there a simple method to do that?I was going through harris corners etc and the codes seem to be pretty tough to understand

thanks