Block matching displacement estimation: a sliding window approach

Authors
Citation
B. Carpentieri, Block matching displacement estimation: a sliding window approach, INF SCI, 135(1-2), 2001, pp. 71-86
Citations number
11
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
INFORMATION SCIENCES
ISSN journal
00200255 → ACNP
Volume
135
Issue
1-2
Year of publication
2001
Pages
71 - 86
Database
ISI
SICI code
0020-0255(200106)135:1-2<71:BMDEAS>2.0.ZU;2-X
Abstract
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.