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You can use the [copyMakeBorder](http://docs.opencv.org/modules/imgproc/doc/filtering.html#void copyMakeBorder(InputArray src, OutputArray dst, int top, int bottom, int left, int right, int borderType, const Scalar& value) function. Border size can be set independently in each direction. Border type can be BORDER_CONSTANT with a black border value scalar.
