In this paper we present the split-merge displacement estimation algorithm
as a bridge between the standard, block matching, displacement estimation t
echnique and the semantic motion estimation techniques. We review this new
technique and its applications in video compression and show how it can be
used to maintain two different segmentations of the current visual field: a
spatial segmentation identifying the objects that are present in the scene
and a classification of the visual field into moving areas, that keeps tra
ck over time of the relationships between the objects. We finally describe
a software MPEG-1 coder derived by the public domain PVRG-MPEG coder. This
new coder improves significantly the performance of the original PVRG-MPEG
coder by implementing some of the ideas that are the basis of the split-mer
ge displacement estimation technique. (C) 2001 Elsevier Science Inc. All ri
ghts reserved.