1. A digital video encoder, comprising: a segmentation module configured to segment frames in a digital video sequence into background regions and object regions; and an object parameter generator configured to generate object motion and object appearance parameters based on segmented object regions, the motion parameters defining a location of an object and including at least one motion parameter defining an orientation of a segmented object region.