DOC : add ref to nlmeans in the API

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Charles
2015-09-22 11:14:33 +02:00
parent 8c53663dc1
commit e822e5a556
+9 -2
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@@ -69,6 +69,8 @@ def denoise_nl_means(image, patch_size=7, patch_distance=11, h=0.1,
shift, that reduces the number of operations [1]_. Therefore, this
algorithm executes faster than the classic algorith
(``fast_mode=False``), at the expense of using twice as much memory.
This implementation has been proven to be more efficient compared to
other alternatives, see e.g. [3]_.
Compared to the classic algorithm, all pixels of a patch contribute
to the distance to another patch with the same weight, no matter
@@ -84,9 +86,14 @@ def denoise_nl_means(image, patch_size=7, patch_distance=11, h=0.1,
References
----------
.. [1] Buades, A., Coll, B., & Morel, J. M. (2005, June). A non-local
algorithm for image denoising. In CVPR 2005, Vol. 2, pp. 60-65, IEEE.
algorithm for image denoising. In CVPR 2005, Vol. 2, pp. 60-65, IEEE.
.. [2] Jacques Froment. Parameter-Free Fast Pixelwise Non-Local Means
.. [2] J. Darbon, A. Cunha, T.F. Chan, S. Osher, and G.J. Jensen, Fast
nonlocal filtering applied to electron cryomicroscopy, in 5th IEEE
International Symposium on Biomedical Imaging: From Nano to Macro,
2008, pp. 13311334.
.. [3] Jacques Froment. Parameter-Free Fast Pixelwise Non-Local Means
Denoising. Image Processing On Line, 2014, vol. 4, p. 300-326.
Examples