Median Blur¶

Applies a median blur filter. Applies median value to central pixel within a kernel size (ksize x ksize). The function is a wrapper for the OpenCV function median blur.

median_blur(img, ksize, device, debug=False)**

returns device, blurred image

• Parameters:
  • img - img object
  • ksize - kernel size => ksize x ksize box, must be an odd value
  • device - Counter for image processing steps
  • debug- Default value is False, if True, median blurred intermediate image will be printed
• Context:
  • Used to reduce image noise
• Example use:
  • Use In VIS Tutorial
  • Use In NIR Tutorial
  • Use In PSII Tutorial


Thresholded image

import plantcv as pcv

# Apply median blur to a binary image that has been previously thresholded.
device, blur_5 = pcv.median_blur(img, 5, device, debug=True)

Median blur (k = 5)

import plantcv as pcv

# Apply median blur to a binary image that has been previously thresholded.
device, blur_11 = pcv.median_blur(img, 11, device, debug=True)

Median blur (k = 11)