Subjectie evaluation of Super Multi-View compressed contents on high-end light-field 3D displays

نویسندگان

  • Antoine Dricot
  • Joël Jung
  • Marco Cagnazzo
  • Béatrice Pesquet-Popescu
  • Frédéric Dufaux
  • Péter Tamás Kovács
  • Vamsi Kiran Adhikarla
چکیده

Super Multi-View (SMV) video content is composed of tens or hundreds of views that provide a light-field representation of a scene. This representation allows a glass-free visualization and eliminates many causes of discomfort existing in current available 3D video technologies. Efficient video compression of SMV content is a key factor for enabling future 3D video services. This paper first compares several coding configurations for SMV content, and several inter-view prediction structures are also tested and compared. The experiments mainly suggest that large differences in coding efficiency can be observed from one configuration to another. Several ratios for the number of coded and synthesized views are compared, both objectively and subjectively. It is reported that view synthesis significantly affects the coding scheme. The amount of views to skip highly depends on the sequence and on the quality of the associated depth maps. Reported ranges of bitrates required to obtain a good quality for the tested SMV content are realistic and coherent with future 4K/8K needs.The reliability of the PSNR metric for SMV content is also studied. Objective and subjective results show that PSNR is able to reflect increase or decrease in subjective quality even in presence of synthesized views. However, depending on the ratio of coded and synthesized views, the order of magnitude of the effective quality variation is biased by PSNR. Results indicate that PSNR is less tolerant to view synthesis artifacts than human viewers.Finally, preliminary observations are initiated on the impact of the conversion step required for the light-field display system, which does not seem to alter the objective results for compression, and on the motion parallax, which does not seem to be impacted by the compression in a different way than the subjective image quality itself.To the best of our knowledge, this paper is the first to carry out subjective experiments and to report results of SMV compression for light-field 3D displays. It provides first results showing that improvement of compression efficiency is required, as well as depth estimation and view synthesis algorithms improvement, but that the use of SMV appears realistic according to next generation compression technology requirements.

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عنوان ژورنال:
  • Sig. Proc.: Image Comm.

دوره 39  شماره 

صفحات  -

تاریخ انتشار 2015