The slight raised mound in this image is all that remains of Deddington Castle.There also remains a complete circuit of medieval town walls,in the form of earthworks.These are quite extensive.
see http://homepage.mac.com/philipdavis/English%20sites/2953.html
see http://www.ecastles.co.uk/deddington.html