DocumentCode
3267684
Title
Fast encoding algorithms for video coding with adaptive interpolation filters
Author
Rusanovskyy, Dmytro ; Ugur, Kemal ; Gabbouj, Moncef
Author_Institution
Tampere Univ. of Technol., Tampere
fYear
2008
fDate
8-10 Oct. 2008
Firstpage
317
Lastpage
321
Abstract
In order to compensate for the temporally changing effect of aliasing and improve the coding efficiency of video coders, adaptive interpolation filtering schemes have been recently proposed. In such schemes, encoder computes the interpolation filter coefficients for each frame and then re-encodes the frame with the new adaptive filter. However, the coding efficiency benefit comes with the expense of increased encoding complexity due to this additional encoding pass. In this paper, we present two novel algorithms to reduce the encoding complexity of adaptive interpolation filtering schemes. First algorithm reduces the complexity of the second encoding pass by using a very lightweight motion estimation algorithm that reuses the data already computed in the first encoding pass. Second algorithm eliminates the second coding pass and re-uses the filter coefficients already computed for previous frames. Experimental results show that the proposed methods achieve between 1.5 to 2 times encoding complexity reduction with practically negligible penalty on coding efficiency.
Keywords
adaptive filters; computational complexity; interpolation; motion estimation; video coding; adaptive interpolation filtering schemes; coding efficiency; encoding complexity; fast encoding algorithm; interpolation filter coefficients; lightweight motion estimation algorithm; video coders; video coding; Adaptive filters; Automatic voltage control; Encoding; Filtering algorithms; Information filtering; Information filters; Interpolation; Motion estimation; Video coding; Wiener filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Signal Processing, 2008 IEEE 10th Workshop on
Conference_Location
Cairns, Qld
Print_ISBN
978-1-4244-2294-4
Electronic_ISBN
978-1-4244-2295-1
Type
conf
DOI
10.1109/MMSP.2008.4665096
Filename
4665096
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