Systems and methods are disclosed for forming deduplicated images of a data object that changes over time using difference information between temporal states of the data object. The method includes organizing the content of the data object for a first temporal state as a plurality of content segments and storing the content segments in a data store; creating an organized arrangement of hash structures to represent the data object in its first temporal state; receiving difference information for the data object; forming at least one hash signature for the changed content; and storing the changed content that is unique in the data store as content segments, whereby a deduplicated image of the data object for a second temporal state is stored without requiring reception of a complete image of the data object for the second temporal state.