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    LY的博客:两种骨架提取的方法(color.rgb2gray和CV2)

    作者:[db:作者] 时间:2021-08-02 15:54

    原图:

    方法一:

    import cv2
    from skimage import morphology
    import numpy as np
    
    
    img = cv2.imread('3.jpg',0)
    _,binary = cv2.threshold(img,200,255,cv2.THRESH_BINARY_INV)
    cv2.imwrite("binary.png",binary)
    
    binary[binary==255] = 1
    skeleton0 = morphology.skeletonize(binary)
    skeleton = skeleton0.astype(np.uint8)*255
    cv2.imwrite("skeleton.png",skeleton)
    
    plt.imshow(skeleton, cmap=plt.cm.gray)
    plt.show()

    方法2:

    from skimage import io
    from skimage import morphology,data,color
    
    import matplotlib.pyplot as plt
    img=io.imread('3.jpg')
    
    io.imshow(img)
    
    image=color.rgb2gray(img)
    image=1-image
    skeleton =morphology.skeletonize(image)
    plt.imshow(skeleton, cmap=plt.cm.gray)
    
    plt.show()

    效果:

    ?

    morphology.skeletonize()的效果相当烂

    ?

    cs