function [ image_avaraged ] = filter_avarage( image, avaraging_area )
    if mod(avaraging_area, 2) == 0 || avaraging_area < 3
        exception = MException('VerifyOutput:OutOfBounds', ...
           'Results are outside the allowable limits');
        throw(exception);
    end
    image_avaraged = image;
    for y = 1 + floor(avaraging_area / 2):size(image, 1) - floor(avaraging_area / 2),
        for x = 1 + floor(avaraging_area / 2):size(image, 2) - floor(avaraging_area / 2),
            area = image(y - floor(avaraging_area / 2):y + floor(avaraging_area / 2), ...
                x - floor(avaraging_area / 2):x + floor(avaraging_area / 2));
            avarage = sum(sum(area)) / (avaraging_area.^2);
            image_avaraged(y, x) = avarage;
        end
    end
end