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Fix inconsistencies in examples and many more improvements
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@@ -25,13 +25,13 @@ A bilateral filter is an edge-preserving and noise reducing filter. It averages
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pixels based on their spatial closeness and radiometric similarity.
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"""
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import numpy as np
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import matplotlib.pyplot as plt
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from skimage import data, color, img_as_float
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from skimage.filter import denoise_tv_chambolle, denoise_bilateral
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lena = img_as_float(data.lena())
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lena = lena[220:300, 220:320]
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