CODEWITHSUNDEEP
pythonimage-processingscikit-imageimage-thresholding
arush1836
arush1836

Reputation: 1547

Scikit image otsu thresholding producing zero threshold

I am doing some preprocessing on an image, After applying Otsu thresholding on the image I am getting zero threshold while on another image it’s working fine

from skimage import filters
from skimage.io import imread

img = imread(img_path, as_gray=True)

threshold = filters.threshold_otsu(img)
print(threshold)

H-S-1-G-01.tif enter image description here

Threshold : 0

original_1_1.png enter image description here

Threshold : 204

Upvotes: 1

Views: 681

Answers (1)

Mark Setchell
Mark Setchell

Reputation: 207853

That is the correct result. Your image is bi-level, it only has values of 0 and 255, so 0 is a threshold that will split the image into two values correctly when you do the next step:

threshold = filters.threshold_otsu(img)
binary = im > threshold

Try it for yourself with some dummy "images":

filters.threshold_otsu(np.array([0,255],dtype=np.uint8))
0

filters.threshold_otsu(np.array([7,12],dtype=np.uint8)) 
7

filters.threshold_otsu(np.array([7,8,11,12],dtype=np.uint8))
8

Upvotes: 0

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