DocumentCode
2673262
Title
A new fast block matching algorithm using the simplex technique
Author
Rehan, M. ; Antoniou, A. ; Agathoklis, P.
Author_Institution
Dept. of Electr. & Comput. Eng., Victoria Univ., BC, Canada
fYear
1998
fDate
5-6 Jun 1998
Firstpage
30
Lastpage
33
Abstract
A new fast technique for block-based motion estimation using the simplex technique is presented. Block-based motion estimation is used in several video compression applications and standards. The simplex search is a fast search technique that converges rapidly towards the minimum point in small or irregular search areas. It starts with a certain initial-point configuration and then moves towards the solution through a set of operations. These operations include reflection, expansion, and contraction. The proposed technique was implemented as part of the MPEG-2 encoder and was compared with different search techniques. The results obtained show that the technique has better performance over some existing techniques in terms of computation complexity and motion estimation accuracy
Keywords
code standards; computational complexity; convergence of numerical methods; data compression; image matching; motion estimation; optimisation; search problems; telecommunication standards; video coding; MPEG-2 encoder; block-based motion estimation; computation complexity; contraction; convergence; expansion; fast block matching algorithm; initial-point configuration; motion estimation accuracy; performance; reflection; search techniques; simplex technique; video compression applications; video compression standards; Application software; Equations; Image coding; Motion compensation; Motion estimation; Redundancy; Reflection; Video compression;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Digital Filtering and Signal Processing, 1998 IEEE Symposium on
Conference_Location
Victoria, BC
Print_ISBN
0-7803-4957-1
Type
conf
DOI
10.1109/ADFSP.1998.685689
Filename
685689
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