• DocumentCode
    1357455
  • Title

    3d video generation and service based on a TOF depth sensor in MPEG-4 multimedia framework

  • Author

    Kim, Sung-Yeol ; Cho, Ji-Ho ; Koschan, Andreas ; Abidi, Mongi A.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Univ. of Tennessee at Knoxville, Knoxville, TN, USA
  • Volume
    56
  • Issue
    3
  • fYear
    2010
  • Firstpage
    1730
  • Lastpage
    1738
  • Abstract
    In this paper, we present a new method to generate and serve 3D video represented by video-plus-depth using a time-of-flight (TOF) depth sensor. In practice, depth images captured by the depth sensor have critical problems, such as optical noise, unmatched boundaries with their corresponding color images, and depth flickering artifacts in the temporal domain. In this work, we enhance the noisy depth images by performing a series of processing steps including joint bilateral filtering with inner-edge selection, outer-boundary refinement by a robust image matting method, and temporal consistency based on motion estimation. Thereafter, the generated high-quality video-plus-depth is combined with computer graphics models in the MPEG-4 multimedia framework. Finally, the immersive video content is streamed to consumers to enjoy 3D view. Experimental results show that our method can minimize the inherent problems of depth images significantly and serve 3D video successfully in the MPEG-4 multimedia framework.
  • Keywords
    computer graphics; image enhancement; motion estimation; multimedia communication; optical noise; video coding; 3D video generation; MPEG-4 multimedia framework; bilateral filtering; color images; computer graphics; depth flickering artifacts; immersive video content; inner-edge selection; motion estimation; noisy depth image enhancement; optical noise; outer-boundary refinement; robust image matting; time-of-flight depth sensor; unmatched boundaries; Color; Image edge detection; Joints; Multimedia communication; Streaming media; Three dimensional displays; Transform coding; 3D video generation and service, Time-offlight depth sensor, MPEG-4 multimedia framework;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/TCE.2010.5606319
  • Filename
    5606319