The authors of scikit-image say at: http://pythonvision.org/blog/2011/December/skimage04 that scikit-image is changing to skimage. Please update the indexing.
Also note that scikit-learn can now be found with sklearn (thanks!) but the two names are used in the documentation without explanation for the change. Could become confusing.
Thanks for the wonderful site!