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add exemple to denoise_bilateral() in docstring

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odebeir
2015-08-28 21:33:58 +02:00
parent 13b2170dfd
commit 76285f5986
1 changed files with 12 additions and 0 deletions
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skimage/restoration/_denoise.py
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@@ -54,6 +54,18 @@ def denoise_bilateral(image, win_size=5, sigma_range=None, sigma_spatial=1,
----------
.. [1] http://users.soe.ucsc.edu/~manduchi/Papers/ICCV98.pdf
Examples
--------
>>> from skimage import data, img_as_float
>>> from skimage.restoration import denoise_bilateral
>>> import numpy as np
>>>
>>> astro = img_as_float(data.astronaut())
>>> astro = astro[220:300, 220:320]
>>>
>>> noisy = astro + 0.6 * astro.std() * np.random.random(astro.shape)
>>> noisy = np.clip(noisy, 0, 1)
>>> denoised = denoise_bilateral(noisy, sigma_range=0.05, sigma_spatial=15)
"""
mode = _mode_deprecations(mode)
return _denoise_bilateral(image, win_size, sigma_range, sigma_spatial,