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
Link To Document