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
Link To Document :
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