Android: failed to convert @drawable/picture into a drawable
Restart Eclipse (unfortunately) and the problem will go away.
Also check if the resource-name contains any illegal characters (for me it was a "-" in my-image)
If re-starting Eclipse does not correct the problem, make sure that the image name begins with an alpha character (non-numeric).