DocumentCode :
506975
Title :
Fuzzy Optical Flow Using in Error Concealment
Author :
Zhiliang, Xu ; Zhiheng, Zhou ; Weijun, Li
Author_Institution :
ShenZhen Inst. of Inf. Technol., Shenzhen, China
Volume :
3
fYear :
2009
fDate :
14-16 Aug. 2009
Firstpage :
418
Lastpage :
422
Abstract :
A new error concealment method based on optical flow is proposed, as a post-processing tool at the decoder side to recover the lost information during the video transmission. The conventional error concealment methods often result in blocking effects because of inaccurate motion vectors estimation. We use the attractive property of optical flow technique on motion estimation to recover the lost block in pixel wise manner. To increase the convergence, we use fuzzy rule to construct the step size. Simulation results show that the proposed method can recover the higher quality image on both subjective visual evaluation and objective numerical metrics, comparing to the existing error concealment methods.
Keywords :
fuzzy set theory; image sequences; motion estimation; numerical analysis; video signals; block pixel wise manner; error concealment method; fuzzy optical flow; higher quality image; inaccurate motion vectors estimation; motion estimation; objective numerical metrics; post processing tool; recover lost information; subjective visual evaluation; video transmission; Computer errors; Decoding; Fuzzy systems; Image motion analysis; Interference; Motion compensation; Motion estimation; Optical sensors; Robustness; Video compression; error concealment; fuzzy rules; optical flow;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
Type :
conf
DOI :
10.1109/FSKD.2009.11
Filename :
5359002
Link To Document :
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