A hierarchical block matching algorithm using selective elimination of candidate motion vectors

Authors
Citation
Jh. Kim et Wj. Song, A hierarchical block matching algorithm using selective elimination of candidate motion vectors, IEICE T INF, E82D(5), 1999, pp. 985-992
Citations number
10
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
ISSN journal
09168532 → ACNP
Volume
E82D
Issue
5
Year of publication
1999
Pages
985 - 992
Database
ISI
SICI code
0916-8532(199905)E82D:5<985:AHBMAU>2.0.ZU;2-V
Abstract
In this paper, a new hierarchical block matching algorithm using mean and d ifference pyramids is presented. The detection of motion vectors at each le vel of the pyramid is accomplished by selectively eliminating the candidate motion vectors that cannot provide the best match at the next lower level. The remaining motion vectors at each level are propagated and used as the initial motion vectors at the next lower level. Therefore, the possibility of falling into local minima can be significantly reduced. The simulation r esults show that the proposed method has excellent performance with reduced computational complexity.