stack-3d/image/processing/median.py

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2017-02-16 15:26:55 +00:00
"""
Median filter on chosen image
"""
import logging
from code.image.tools import it_wrapper
import code.image.settings
if __name__ == "__main__":
# Do setup
tool_name = "median"
work_dir, image_data = code.image.settings.do_setup(tool_name)
logger1 = logging.getLogger('processing.'+tool_name)
output_path = work_dir+"/median"
logger1.info('Start Filtering Image at: ' + work_dir)
image_type = it_wrapper.default_image_type()
input_path = work_dir + "/convert/itk_tile_0_2_6.tiff"
logger1.info("Reading the image: " +input_path + " into ITK")
reader = it_wrapper.read_image(input_path, image_type)
correct = it_wrapper.correct_spacing(reader, image_type, image_data["VoxelSizeZ"])
logger1.info('Doing Median Filter')
median_filter = it_wrapper.median_filter(correct, image_type, 1)
logger1.info('Writing TIFF Stack')
it_wrapper.write_image(output_path+"/itk_tile_0_2_6.tiff", image_type, median_filter)