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Error Compensation Based Directional Interpolation Algorithm for Video Error Concealment

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Applications of Soft Computing

Part of the book series: Advances in Soft Computing ((AINSC,volume 52))

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Summary

Spatial interpolation scheme is efficient to recovery lost blocks with abrupt scene changes or irregular motion, and directional interpolation algorithm has been widely used in video error concealment. An novel error compensation directional interpolation algorithm based on least squares support vector machines (LS-SVM) for video error concealment is proposed. LS-SVM is trained with the directional interpolation error distribution of neighbor block pixels around the missed block. Interpolation error compensation is employed to the interpolated result of missed pixels with LS-SVM estimation to obtain more accuracy estimation result. Experimental results demonstrate that the proposed algorithm is more efficient than the directional interpolation algorithm and linear algorithm.

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Author information

Authors and Affiliations

  1. School of Information Science and Engineering, Harbin Institute of Technology at Weihai, Weihai, 264209, P.R. China

    Liyong Ma, Yude Sun & Naizhang Feng

Authors
  1. Liyong Ma
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  2. Yude Sun
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  3. Naizhang Feng
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Editor information

Editors and Affiliations

  1. Senior Lecturer in Integrated Transport Centre for Transport & Society Faculty of the Built Environment, University of the West of England, Frenchay Campus Coldharbour Lane, BS16 1QY, Bristol, UK

    Erel Avineri

  2. Kyushu Institute of Technology, Dept. Artificial Intelligence, 680-4 Kawazu Izuka-Shi, 820-8502, Fukuoka, Japan

    Mario Köppen

  3. MOSAIC Research Group Department of Computing, University of Bradford, BD7 1DP, Bradford, UK

    Keshav Dahal

  4. Centre for Transport & Society Faculty of the Built Environment, University of the West of England, Frenchay Campus Coldharbour Lane, BS16 1QY, Bristol, UK

    Yos Sunitiyoso

  5. Professor of Decision Engineering and Head of Decision Engineering Centre Manufacturing Department, Cranfield University, MK43 OAL, Bedford, UK

    Rajkumar Roy

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© 2009 Springer-Verlag Berlin Heidelberg

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Ma, L., Sun, Y., Feng, N. (2009). Error Compensation Based Directional Interpolation Algorithm for Video Error Concealment. In: Avineri, E., Köppen, M., Dahal, K., Sunitiyoso, Y., Roy, R. (eds) Applications of Soft Computing. Advances in Soft Computing, vol 52. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-88079-0_11

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  • DOI: https://doi.org/10.1007/978-3-540-88079-0_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-88078-3

  • Online ISBN: 978-3-540-88079-0

  • eBook Packages: EngineeringEngineering (R0)

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