An HVS-based adaptive computational complexity reduction scheme for H.264/AVC video encoder using prognostic early mode exclusion

Muhammad Shafique, Bastian Molkenthin, Jörg Henkel

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The H.264/AVC video encoder standard significantly improves the compression efficiency by using variable block-sized Inter (P) and Intra (I) Macroblock (MB) coding modes. In this paper, we propose a novel Human Visual System based Adaptive Computational Complexity Reduction Scheme (ACCoReS). It performs Prognostic Early Mode Exclusion and a Hierarchical Fast Mode Prediction to exclude as many I-MB and P-MB coding modes as possible (up to 73%) even before the actual Rate Distortion Optimized Mode Decision (RDO-MD) and Motion Estimation while keeping a good quality. In the best case, ACCoReS processes exactly one MB Type and one corresponding nearoptimal coding mode, such that the complete RDO-MD process is skipped. Experimental results show that compared to state-of the-art approaches ([10], [22]-[26]), ACCoReS achieves a speedup of up to 9.14x (average 3x) with an average PSNR loss of 0.66 dB. Compared to exhaustive RDO-MD, our ACCoReS provides a performance improvement of up to 19x (average 10x) for an average 3% PSNR loss.

Original languageEnglish (US)
Title of host publicationDATE 10 - Design, Automation and Test in Europe
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1713-1718
Number of pages6
ISBN (Print)9783981080162
DOIs
StatePublished - 2010
EventDesign, Automation and Test in Europe Conference and Exhibition, DATE 2010 - Dresden, Germany
Duration: Mar 8 2010Mar 12 2010

Publication series

NameProceedings -Design, Automation and Test in Europe, DATE
ISSN (Print)1530-1591

Conference

ConferenceDesign, Automation and Test in Europe Conference and Exhibition, DATE 2010
CountryGermany
CityDresden
Period3/8/103/12/10

ASJC Scopus subject areas

  • Engineering(all)

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