Systems, devices and automated processes augment television broadcasts with digital content that automatically replaces static portions of the captured imagery. In a video broadcast of a live event, for example, signs or other advertisements that are physically present in the event venue can be automatically replaced in television broadcasts of the event by virtual imagery of other signs or objects, as desired.