Created
June 10, 2016 23:56
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OpenCV-Python skeletonize function
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def skeletonize(img): | |
""" OpenCV function to return a skeletonized version of img, a Mat object""" | |
# hat tip to http://felix.abecassis.me/2011/09/opencv-morphological-skeleton/ | |
img = img.copy() # don't clobber original | |
skel = img.copy() | |
skel[:,:] = 0 | |
kernel = cv2.getStructuringElement(cv2.MORPH_CROSS, (3,3)) | |
while True: | |
eroded = cv2.morphologyEx(img, cv2.MORPH_ERODE, kernel) | |
temp = cv2.morphologyEx(eroded, cv2.MORPH_DILATE, kernel) | |
temp = cv2.subtract(img, temp) | |
skel = cv2.bitwise_or(skel, temp) | |
img[:,:] = eroded[:,:] | |
if cv2.countNonZero(img) == 0: | |
break | |
return skel |
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