DocumentCode
2381932
Title
Rate allocation algorithms for motion compensated embedded video coders
Author
Prades-Nebot, Josep ; Cook, Gregory W. ; Delp, Edward J.
Author_Institution
Dept. de Comunicaciones, Univ. Politecnica de Valencia, Spain
Volume
3
fYear
2005
fDate
11-14 Sept. 2005
Abstract
In this paper, we present two rate allocation algorithms for embedded motion compensated video coders. The algorithms are based on the modeling of both the video signal and the coder which allow us to express the coding distortion with a recurrence equation. Our algorithms assign rates to the frames of each group of pictures (GOP) of a video sequence in an optimum way. In the first algorithm, the criterion is to minimize the average (MENAVE) distortion and in the second to achieve constant distortion (CD) in all frames. Numerical simulations show the MENAVE criterion can introduce large variations in quality with no significant gains in average distortion with respect to the CD criterion. We also show how the motion estimation accuracy and the GOP length influence in both strategies.
Keywords
distortion; motion compensation; motion estimation; numerical analysis; video coding; average distortion minimization; coding distortion; constant distortion; group of pictures; motion compensated embedded video coders; motion estimation; rate allocation algorithms; recurrence equation; video sequence; video signal; Computational efficiency; Difference equations; Distortion; Image coding; Image processing; Laboratories; Motion estimation; Numerical simulation; Partitioning algorithms; Video sequences;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN
0-7803-9134-9
Type
conf
DOI
10.1109/ICIP.2005.1530482
Filename
1530482
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