def integrate(ii, r0, c0, r1, c1):
    """
    Use an integral image to integrate over a given window.

    Parameters
    ----------
    ii : ndarray
        Integral image.
    r0, c0 : int
        Top-left corner of block to be summed.
    r1, c1 : int
        Bottom-right corner of block to be summed.

    Returns
    -------
    S : int
        Integral (sum) over the given window.

    """
    # This line is modified
    S = np.zeros(ii.shape[-1])

    S += ii[r1, c1]

    if (r0 - 1 >= 0) and (c0 - 1 >= 0):
        S += ii[r0 - 1, c0 - 1]

    if (r0 - 1 >= 0):
        S -= ii[r0 - 1, c1]

    if (c0 - 1 >= 0):
        S -= ii[r1, c0 - 1]

    return S
Use an integral image to integrate over a given window.

    Parameters
    ----------
    ii : ndarray
        Integral image.
    r0, c0 : int
        Top-left corner of block to be summed.
    r1, c1 : int
        Bottom-right corner of block to be summed.

    Returns
    -------
    S : int
        Integral (sum) over the given window.