I don't have an example wher I couldn't get the cover the normal way at present but it has happened
http://www.amazon.com/Bryant-May-off...9417268&sr=1-1
I double click on the number following /dp/ and paste it into the ISBN box in Calibre edit metadata and click download cover. In this case
055380720X
Helen