jQuery would make that easy to do. jQuery UI actually provides sortable functionality: http://jqueryui.com/demos/sortable/

Using that sortable feature from jQuery UI you can supply a change callback that will then use $.post or some other jQuery AJAX method to submit the data to your backend.

You can use jQuery's click event to setup the ajax to save the default image.

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Eric