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DOC : add ref to nlmeans in the API
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@@ -69,6 +69,8 @@ def denoise_nl_means(image, patch_size=7, patch_distance=11, h=0.1,
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shift, that reduces the number of operations [1]_. Therefore, this
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algorithm executes faster than the classic algorith
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(``fast_mode=False``), at the expense of using twice as much memory.
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This implementation has been proven to be more efficient compared to
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other alternatives, see e.g. [3]_.
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Compared to the classic algorithm, all pixels of a patch contribute
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to the distance to another patch with the same weight, no matter
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@@ -84,9 +86,14 @@ def denoise_nl_means(image, patch_size=7, patch_distance=11, h=0.1,
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References
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----------
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.. [1] Buades, A., Coll, B., & Morel, J. M. (2005, June). A non-local
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algorithm for image denoising. In CVPR 2005, Vol. 2, pp. 60-65, IEEE.
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algorithm for image denoising. In CVPR 2005, Vol. 2, pp. 60-65, IEEE.
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.. [2] Jacques Froment. Parameter-Free Fast Pixelwise Non-Local Means
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.. [2] J. Darbon, A. Cunha, T.F. Chan, S. Osher, and G.J. Jensen, Fast
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nonlocal filtering applied to electron cryomicroscopy, in 5th IEEE
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International Symposium on Biomedical Imaging: From Nano to Macro,
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2008, pp. 1331–1334.
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.. [3] Jacques Froment. Parameter-Free Fast Pixelwise Non-Local Means
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Denoising. Image Processing On Line, 2014, vol. 4, p. 300-326.
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Examples
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