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 :
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