Abstract
Distributed Video Coding (DVC) is a new video coding approach based on the Wyner-Ziv theorem. Unlike most of the existing video codecs, each frame is encoded separately (either as a key-frame or a Wyner-Ziv frame) which results in a simpler and lighter encoder since complex operations like motion estimation are not performed. The previously decoded frames are used at the decoder to estimate the Wyner-Ziv frames – the frames are coded independently but jointly decoded. To have a low-delay codec, the side information frames (estimation of the Wyner-Ziv frames to be decoded) must be extrapolated from past frames. This paper proposes a robust extrapolation module to generate the side information based on motion field smoothening to provide improved performance in the context of a low-delay pixel-domain DVC codec.
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References
Wyner, A., Ziv, J.: The Rate-Distortion Function for Source Coding with Side Information at the Decoder. IEEE Trans. on Information Theory 22 (1976)
Slepian, J., Wolf, J.: Noiseless Coding of Correlated Information Sources. IEEE Trans. on Information Theory 19 (1973); Extrapolating Side Information for Low-Delay Pixel-Domain DVC 21
Ascenso, J., Brites, C., Pereira, F.: Improving Frame Interpolation with Spatial Motion Smoothing for Pixel Domain Distributed Video Coding. In: 5th EURASIP Conf. on Speech and Image Processing, Multimedia Communications and Services, Smolenice, Slovak Republic (2005)
Aaron, A., Zhang, R., Girod, B.: Wyner-Ziv Coding for Motion Video. In: Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, USA (2002)
Aaron, A., Rane, S., Setton, E., Girod, B.: Transform-Domain Wyner-Ziv Codec for Video. In: Proc. Visual Communications and Image Processing, pp. 520–528 (2004)
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© 2006 Springer-Verlag Berlin Heidelberg
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Natário, L., Brites, C., Ascenso, J., Pereira, F. (2006). Extrapolating Side Information for Low-Delay Pixel-Domain Distributed Video Coding. In: Atzori, L., Giusto, D.D., Leonardi, R., Pereira, F. (eds) Visual Content Processing and Representation. VLBV 2005. Lecture Notes in Computer Science, vol 3893. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11738695_3
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DOI: https://doi.org/10.1007/11738695_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-33578-8
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