Fast bit rate estimation for mode decision of H.264/AVC

Mohammed Golam Sarwer, Lai-Man Po

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

54 Citations (Scopus)

Abstract

To achieve the highest coding efficiency, H.264/AVC uses rate-distortion optimization technique. This means that the encoder has to code the video by exhaustively trying all the mode combinations including the different intra- and inter-prediction modes. Therefore, the complexity and computation load of video coding in H.264/AVC increase drastically compared to any previous standards. To reduce the complexity of rate-distortion cost computation, we propose a fast bit rate estimation technique to avoid the entropy coding method during intra- and inter-mode decision of H.264/AVC. The estimation method is based on the properties of context-based variable length coding (CAVLC). The proposed rate model predicts the rate of a 4 × 4 quantized residual block using five different tokens of CAVLC. Experimental results demonstrate that the proposed estimation method reduces about 47% of total encoding time on using intra-modes only and saves about 34% of total encoding time on using both inter- and intramodes with ignorable degradation of coding performance when the fast motion search algorithm is used. When full search motion estimation algorithm is used, the proposed algorithm reduces about 17% of total encoding time. © 2007 IEEE.
Original languageEnglish
Pages (from-to)1402-1407
JournalIEEE Transactions on Circuits and Systems for Video Technology
Volume17
Issue number10
DOIs
Publication statusPublished - Oct 2007

Research Keywords

  • Context-based variable length coding (CAVLC)
  • H.264/AVC
  • Mode decision
  • Rate estimation
  • Rate-distortion (RD) optimization

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