mirror of
https://github.com/wassname/scikit-image.git
synced 2026-06-30 21:29:30 +08:00
Gregory R. Lee
26 lines
773 B
Python
26 lines
773 B
Python
from skimage import data
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from skimage.restoration import denoise_tv_chambolle
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from numpy import random, clip, uint8
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from skimage.viewer import ImageViewer
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from skimage.viewer.widgets import Slider, CheckBox, OKCancelButtons, SaveButtons
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from skimage.viewer.plugins.base import Plugin
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image = data.chelsea()
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sigma = 30
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image = image + random.normal(loc=0, scale=sigma, size=image.shape)
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image = clip(image,0,255).astype(uint8)
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viewer = ImageViewer(image)
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plugin = Plugin(image_filter=denoise_tv_chambolle)
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plugin += Slider('weight', 0, 5, value=0.3, value_type='float')
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plugin += Slider('n_iter_max', 1, 1000, value=100, value_type='int')
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plugin += CheckBox('multichannel',value=True)
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plugin += SaveButtons()
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plugin += OKCancelButtons()
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viewer += plugin
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viewer.show()
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