DocumentCode
329995
Title
An efficient motion estimation algorithm based on tracing techniques on large search windows
Author
Mattavelli, Marco ; Zoia, Giorgio
Author_Institution
Integrated Syst. Center, Fed. Inst. of Technol., Lausanne, Switzerland
fYear
1998
fDate
4-7 Oct 1998
Firstpage
609
Abstract
Motion estimation represents the most computationally intensive task for all efficient motion compensated compression standards. This fact, despite the several efforts aiming at reducing its complexity, still constitutes a serious obstacle for obtaining the highest quality results theoretically achievable by the standard. This is particularly evident when critical conditions occur, such as when very large search windows are needed to have efficient motion prediction for sequences containing large displacements. In this paper we present a new block motion estimation technique, based on the combination of the tracing of trajectories obtained from the already coded motion field and a genetic heuristic search. This technique can be applied to any group of picture structure of any block based compression standard, with a complexity reduction factor up to more than two orders of magnitude at optimal coding results
Keywords
data compression; image coding; image matching; image sequences; motion compensation; motion estimation; optimisation; search problems; block based compression standard; block motion estimation technique; coded motion field; complexity reduction factor; efficient motion estimation algorithm; genetic heuristic search; group of pictures; large displacements; large search windows; motion compensated compression standards; motion prediction; optimal coding; search block matching; sequences; tracing techniques; trajectories tracing; Bandwidth; Data mining; Genetics; Image coding; Image quality; Image resolution; Motion estimation; Phase estimation; Spatial resolution; Tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location
Chicago, IL
Print_ISBN
0-8186-8821-1
Type
conf
DOI
10.1109/ICIP.1998.727337
Filename
727337
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