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morphological filter example python

Horrible Hedgehog answered on March 12, 2021 Popularity 3/10 Helpfulness 1/10

answer morphological filter example python

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morphological filter example python

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import os
import matplotlib.pyplot as plt
from skimage.data import data_dir
from skimage.util import img_as_ubyte
from skimage import io

orig_phantom = img_as_ubyte(io.imread(os.path.join(data_dir, "phantom.png"),
                                      as_grey=True))
fig, ax = plt.subplots()
ax.imshow(orig_phantom, cmap=plt.cm.gray)

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Source: scikit-image.org

Tags: filter python

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Contributed on Mar 12 2021

Horrible Hedgehog

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from skimage.morphology import erosion, dilation, opening, closing, white_tophat
from skimage.morphology import black_tophat, skeletonize, convex_hull_image
from skimage.morphology import disk

selem = disk(6)
eroded = erosion(orig_phantom, selem)
plot_comparison(orig_phantom, eroded, 'erosion')

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Source: scikit-image.org

Tags: python filter

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Contributed on Mar 12 2021

Horrible Hedgehog

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morphological filter example python

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def plot_comparison(original, filtered, filter_name):

    fig, (ax1, ax2) = plt.subplots(ncols=2, figsize=(8, 4), sharex=True,
                                   sharey=True)
    ax1.imshow(original, cmap=plt.cm.gray)
    ax1.set_title('original')
    ax1.axis('off')
    ax1.set_adjustable('box-forced')
    ax2.imshow(filtered, cmap=plt.cm.gray)
    ax2.set_title(filter_name)
    ax2.axis('off')
    ax2.set_adjustable('box-forced')

Popularity 3/10 Helpfulness 1/10 Language python

Source: scikit-image.org

Tags: python filter

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Contributed on Mar 12 2021

Horrible Hedgehog

0 Answers Avg Quality 2/10

morphological filter example python

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