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Depth map-sequence coding algorithm based on fractal

  • Shi Ping Zhu
  • , Dong Yu Zhao*
  • *Corresponding author for this work
  • Beihang University

Research output: Contribution to journalArticlepeer-review

Abstract

Depth map compression is the crucial technology in three dimentional video (3DV) coding system. To obtain high compression efficiency and low encoding complexity for depth map-sequence, this paper proposes a novel coding algorithm for depth map-sequence based on fractal. This applicable scheme for depth map-sequence coding is proposed by adequately exploiting local similarity between adjacent frames in depth map-sequence and combining intra-prediction method in H. 264. In the proposed scheme, the I frame in depth map-sequence is encoded by adopting intra-prediction structure in H. 264, while the P frame is encoded by fractal compression method. Firstly, the theoretical basis of fractal coding is presented. Then, a new motion-vector-field-based adaptive hexagon search algorithm, which is applicable to fractal coding, is proposed by improving unsymmetrical multi-level hexagon search (UMHexagonS) method. Finally, the P frame prediction structure based on fractal in depth map-sequence coding is formed. Experimental results indicate that the proposed coding system can improve the overall performance of the H. 264 coding system with an average Bjøontegaard delta peak signal-to-noise ratio (BDPSNR) gain of 3.54 dB and an average Bjøontegaard delta bit rate (BDBR) reduction of 40.98%. Furthermore, the computational complexity is reduced and the entire encoding time on average is saved by 85.27%. In addition, the proposed algorithm shows certain advantages compared with other international representation methods in this field.

Original languageEnglish
Pages (from-to)565-573
Number of pages9
JournalGuangdianzi Jiguang/Journal of Optoelectronics Laser
Volume25
Issue number3
StatePublished - Mar 2014

Keywords

  • Depth map
  • Fractal coding
  • H. 264
  • P frame prediction
  • Three dimensional video (3DV) coding

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