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see the lines from OpenCV Samples imageSegmentation.cpp as a sample what you already have done.

and here is a better alternative

    Mat mask;
    inRange(src, Scalar(255, 255, 255), Scalar(255, 255, 255), mask);
    src.setTo(Scalar(0, 0, 0), mask);