• DocumentCode
    1757697
  • Title

    Depth-Assisted Frame Rate Up-Conversion for Stereoscopic Video

  • Author

    XiaoHui Yang ; Ju Liu ; Jiande Sun ; Yeejin Lee ; Nguyen, Truong Q.

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Shandong Univ., Jinan, China
  • Volume
    21
  • Issue
    4
  • fYear
    2014
  • fDate
    41730
  • Firstpage
    423
  • Lastpage
    427
  • Abstract
    In this letter, we propose a depth-assisted frame rate up-conversion (DA-FRUC) scheme which finds applications in 3D video processing. By considering the depth cue in video plus depth representation, we categorize the blocks of the interpolated frame as depth-continuous and depth-discontinuous groups. The motion vector (MV) outliers of the depth continuous blocks are then detected and corrected by layer-constrained MV refinement method. Moreover, a depth-based adaptive interpolation and block segmentation method is proposed to deal with the disocclusion and occlusion at the boundary of the foreground area. Experimental results show that the proposed method achieves better subjective and objective performance for the interpolated color frames. Additionally, the interpolated depth frames obtained by the proposed method is more accurate, which benefit the video quality in view synthesis.
  • Keywords
    image representation; image segmentation; interpolation; motion compensation; object detection; stereo image processing; video signal processing; 3D video processing; DA-FRUC; MV; block segmentation method; depth continuous blocks; depth cue; depth-assisted frame rate up-conversion scheme; depth-based adaptive interpolation; depth-continuous groups; depth-discontinuous groups; disocclusion; foreground area boundary; interpolated color frames; interpolated depth frames; interpolated frame; layer-constrained MV refinement method; motion compensation; motion vector outliers; occlusion; stereoscopic video; video plus depth representation; video quality; view synthesis; Decoding; Interpolation; Motion segmentation; Signal processing algorithms; Stereo image processing; Three-dimensional displays; Vectors; Frame rate up-conversion; mobile 3DTV; motion compensation; video processing; view synthesis;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2014.2304975
  • Filename
    6733282