print "Segmentation finished with", str(col_length), "samples in", \
str(end_time - start_time), "seconds."
return segmented
#----------------------------------------------------------------------------------
if __name__ == '__main__':
import sys, os
sys.path.insert(0, os.path.abspath('../'))
from integration.file_loader import FileLoader
loader = FileLoader()
file_path = os.path.dirname('../')+'/samples/4/sample_20.dcm'
segmentation = Segmentation()
img_org = loader.single_dicom_read(file_path)
img_temporal = img_org.copy() # Copy of the image to process
img_seg = segmentation.clasify(img_org) # Segment original image
# Reduce img_temporal (avoid manipulation of the variable)
img_red = segmentation.reduction(img_temporal)
red_seg = segmentation.clasify(img_red) # Segment reduced image
segmentation.view(img_org, img_seg, red_seg) # Show results
