A low-complexity HEVC intra prediction algorithm based on level and mode filtering

Heming Sun, Dajiang Zhou, Satoshi Goto

Research output: Contribution to journalConference article

50 Citations (Scopus)

Abstract

HEVC achieves a better coding efficiency relative to prior standards, but also involves increased complexity. For intra prediction, complexity is especially intensive due to a highly flexible coding unit structure and a large number of prediction modes. This paper presents a low-complexity intra prediction algorithm for HEVC. A fast preprocessing stage based on a simplified cost model is proposed. Based on its results, a level filtering scheme reduces the number of prediction unit levels that requires fine processing from 5 to 2. To supply level filtering decision with appropriate thresholds, a fast training method is also designed. A mode filtering scheme further reduces the maximum number of angular modes to be evaluated from 34 to 9. Complexity reduction from HM 3.0 is over 50% and stable for various sequences, which makes the proposed algorithm suitable for real-time applications. The corresponding bit rate increase is lower than 2.5%.

Original languageEnglish
Article number6298238
Pages (from-to)1085-1090
Number of pages6
JournalProceedings - IEEE International Conference on Multimedia and Expo
DOIs
Publication statusPublished - 2012 Nov 5
Event2012 13th IEEE International Conference on Multimedia and Expo, ICME 2012 - Melbourne, VIC, Australia
Duration: 2012 Jul 92012 Jul 13

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Keywords

  • HEVC
  • intra prediction
  • real-time systems
  • video coding

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications

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