• DocumentCode
    569131
  • Title

    Source Distortion Temporal Propagation Model for Motion Compensated Video Coding Optimization

  • Author

    Tianwu Yang ; Ce Zhu ; Xiaojiu Fan ; Qiang Peng

  • Author_Institution
    Adv. Robot. & Intell. Control Centre, Singapore Polytech., Singapore, Singapore
  • fYear
    2012
  • fDate
    9-13 July 2012
  • Firstpage
    85
  • Lastpage
    90
  • Abstract
    Rate-distortion optimization (RDO) is widely employed to maximize coding efficiency in hybrid video coding. Due to an extensive use of spatial-temporal predictions in video coding, a global RDO problem becomes so complex that the processing of each coding unit (e.g. a macro block) is dependent and entangled each other. Usually the RDO is simply performed for each coding unit individually and independently, thus compromising the RDO performance significantly. In this paper, we examine temporal dependent RDO by developing a novel source distortion temporal propagation (SDTP) model, which takes into account the influence of a current coding macro block to future macro blocks in its temporal propagation chain. Accordingly estimations of the influence and the corresponding Lagrange multiplier for the proposed SDTP-based RDO are obtained. Experimental results show consistently a significant coding gain of the proposed scheme over H.264/AVC.
  • Keywords
    motion compensation; optimisation; rate distortion theory; video coding; H.264/AVC; Lagrange multiplier; SDTP model; global RDO problem; hybrid video coding; motion compensated video coding optimization; rate-distortion optimization; source distortion temporal propagation model; spatial-temporal predictions; temporal dependent RDO; Entropy coding; Optimization; Quantization; Rate-distortion; Transforms; Video coding; Hybrid Video Coding; Rate Distortion Optimization (RDO); Source Distortion Propagation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo (ICME), 2012 IEEE International Conference on
  • Conference_Location
    Melbourne, VIC
  • ISSN
    1945-7871
  • Print_ISBN
    978-1-4673-1659-0
  • Type

    conf

  • DOI
    10.1109/ICME.2012.171
  • Filename
    6298379