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What is the difference between images and volumes?

I've been reading many of the openstack docs and have already a test installation thanks to stackforge, but I seem to be missing a critical piece of insight into what exactly the difference between volumes and images is. Obviously they support different use-cases (e.g. "launch an image" vs. "boot from volume"), but I've not found a consise explanation what is what and how this fits together.