DocumentCode :
1126315
Title :
Hybrid de-interlacing algorithm based on motion vector reliability
Author :
Wang, Demin ; Vincent, André ; Blanchfield, Philip
Author_Institution :
Commun. Res. Centre Canada, Ottawa, Ont., Canada
Volume :
15
Issue :
8
fYear :
2005
Firstpage :
1019
Lastpage :
1025
Abstract :
This paper presents a hybrid de-interlacing algorithm that converts video from interlaced format to progressive format. This hybrid algorithm effectively combines two existing de-interlacing techniques: one that offers high vertical resolution and the other that is robust to erroneous motion vectors. The combination is based on a new measurement of motion vector reliability, so that the hybrid algorithm is dominated by the high-resolution technique if motion vectors are reliable; otherwise, it approaches the robust technique. Motion vector reliability is measured using the a posteriori probability of motion vectors. Experimental results show that this is an effective measure of motion vector reliability. The hybrid algorithm offers high spatial resolution without artifacts caused by erroneous motion vectors, and outperforms four of the best existing techniques in terms of peak signal-to-noise ratio.
Keywords :
image motion analysis; image resolution; probability; reliability; video signal processing; erroneous motion vectors; hybrid deinterlacing algorithm; interlaced format; motion vector reliability; peak signal-to-noise ratio; posteriori probability; progressive format; vertical resolution; Degradation; Filtering algorithms; Image converters; Interpolation; Maximum likelihood detection; Motion compensation; Motion measurement; Nonlinear filters; Robustness; Spatial resolution; De-interlacing; motion reliability; motion-compensated interpolation; video format conversion; video processing;
fLanguage :
English
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1051-8215
Type :
jour
DOI :
10.1109/TCSVT.2005.852414
Filename :
1490555
Link To Document :
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