DocumentCode :
3382847
Title :
Efficient SIMD-based implementation of adaptive filter
Author :
Hallapuro, Antti ; Rusanovskyy, Dmytro ; Ugur, Kemal ; Lainema, Jani ; Gabbouj, Moncef
Author_Institution :
Nokia Res. Center, Tampere, Finland
fYear :
2010
fDate :
May 30 2010-June 2 2010
Firstpage :
4193
Lastpage :
4196
Abstract :
Directional Adaptive Interpolation Filtering (DAIF) is a novel interpolation technique that was proposed recently for hybrid video coding. It was reported, that this technique outperforms the standard H.264/AVC interpolation in terms of coding gain whereas requiring smaller number of arithmetic operations. In this publication we present an optimized implementation of DAIF on a modern computing platform exploiting the Single Instruction Multiple Data (SIMD) parallelism. In addition, we provide a complexity analysis in which the computational complexity is estimated as number of clock cycles per output sample. Proposed SIMD-based implementation of DAIF has lower or comparable interpolation complexity, compared to the highly optimized SIMD-based implementation of the H.264/AVC interpolations. Considering significantly better coding gain provided by DAIF, we believe this approach will play a significant role in future video coding standards.
Keywords :
adaptive filters; computational complexity; video coding; SIMD; adaptive filter; arithmetic operations; complexity analysis; computational complexity; directional adaptive interpolation filtering; hybrid video coding; implementation; interpolation technique; single instruction multiple data; Adaptive filters; Arithmetic; Automatic voltage control; Computational complexity; Computer aided instruction; Concurrent computing; Filtering; Interpolation; Parallel processing; Video coding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-5308-5
Electronic_ISBN :
978-1-4244-5309-2
Type :
conf
DOI :
10.1109/ISCAS.2010.5537583
Filename :
5537583
Link To Document :
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