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A novel method on optimal bit allocation at LCU level for rate control in HEVC

  • Tsinghua University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this paper, we propose a new method, namely recursive Taylor expansion (RTE) method, for optimally allocating bits to each LCU in the R-λ rate control scheme for HEVC. Specifically, we first set up an optimization formulation on optimal bit allocation. Unfortunately, it is intractable to achieve a closed-form solution for this formulation. We therefore propose a RTE solution to iteratively solve the formulation with a fast convergence speed. Then, an approximate closed-form solution can be obtained. This way, the optimal bit allocation can be achieved at little encoding complexity cost. Finally, the experimental results validate the effectiveness of our method in three aspects: compressed distortion, bit-rate control error, and bit fluctuation.

Original languageEnglish
Title of host publication2015 IEEE International Conference on Multimedia and Expo, ICME 2015
PublisherIEEE Computer Society
ISBN (Electronic)9781479970827
DOIs
StatePublished - 4 Aug 2015
EventIEEE International Conference on Multimedia and Expo, ICME 2015 - Turin, Italy
Duration: 29 Jun 20153 Jul 2015

Publication series

NameProceedings - IEEE International Conference on Multimedia and Expo
Volume2015-August
ISSN (Print)1945-7871
ISSN (Electronic)1945-788X

Conference

ConferenceIEEE International Conference on Multimedia and Expo, ICME 2015
Country/TerritoryItaly
CityTurin
Period29/06/153/07/15

Keywords

  • HEVC
  • Taylor expansion
  • rate control

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