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    preprocess_image() - perform the steps necessary for preparing an image to 
    particle detection: an averaging (smoothing) filter on an image, optionally
    followed by additional user-defined filter.
    
    Arguments:
    numpy.ndarray input_img - numpy 2d array representing the source image to filter.
    int filter_hp - flag for additional filtering of _hp. 1 for lowpass, 2 for 
        general 3x3 filter given in parameter ``filter_file``.
    ControlParams control - image details such as size and image half for 
    interlaced cases.
    int lowpass_dim - half-width of lowpass filter, see fast_box_blur()'s filt_span
      parameter.
    filter_file - path to a text file containing the filter matrix to be
        used in case ```filter_hp == 2```. One line per row, white-space 
        separated columns.
    numpy.ndarray output_img - result numpy 2d array representing the source 
        image to filter. Same size as img.
    
    Returns:
    numpy.ndarray representing the result image.
    
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