Image path for my WordPress is broken

I have a serious problem! My site SpejdercenterCPH.dk has been moved by the host and afterwards my images are loaded wrong.

Suddenly the path to all the images include the whole path. An example could be: http://www.spejdercentercph.dk/var/www/clients/client0/web46/web/wp-content/uploads/2012/12/14-G_gade-508016_960x332.jpg

And I simply can’t figure out how to remove “var/www/clients/client0/web46/web”

Can someone please help me?