def side_binarization(image, mean_image, configuration):
"""
Binarization of side image based on mean shift difference
:param image: BGR image
:param mean_image: Mean image
:param configuration: Object BinarizeConfiguration
:return: Binary image
"""
roi_main = configuration.roi_main
mask = cv2.add(roi_main.mask,
configuration.roi_orange_band.mask)
mask = cv2.add(mask,
configuration.roi_panel.mask)
result = b_algorithm.mixed_binarization(
image,
mean_image,
configuration.roi_main.hsv_min,
configuration.roi_main.hsv_max,
configuration.meanshift_binarization_factor.threshold,
configuration.meanshift_binarization_factor.dark_background,
mask,
configuration.roi_main.mask)
mask_clean_noise = cv2.add(configuration.roi_orange_band.mask,
configuration.roi_panel.mask)
result = b_processing.clean_noise(result, mask_clean_noise)
return result
def side_binarization_elcom(image, mean_image, configuration):
"""
Binarization of side image based on mean shift difference
:param image: BGR image
:param mean_image: Mean image
:param configuration: Object BinarizeConfiguration
:return: Binary image
"""
result = b_algorithm.mixed_binarization(
image,
mean_image,
configuration.roi_stem.hsv_min,
configuration.roi_stem.hsv_max,
configuration.meanshift_binarization_factor.threshold,
configuration.meanshift_binarization_factor.dark_background,
configuration.roi_main.mask,
configuration.roi_stem.mask)
result = cv2.medianBlur(result, 3)
return result