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  • Research Article
  • Open Access

Error Resilient Video Compression Using Behavior Models

  • 1Email author,
  • 2,
  • 3 and
  • 1
EURASIP Journal on Advances in Signal Processing20042004:412926

https://doi.org/10.1155/S1110865704310176

  • Received: 1 December 2002
  • Published:

Abstract

Wireless and Internet video applications are inherently subjected to bit errors and packet errors, respectively. This is especially so if constraints on the end-to-end compression and transmission latencies are imposed. Therefore, it is necessary to develop methods to optimize the video compression parameters and the rate allocation of these applications that take into account residual channel bit errors. In this paper, we study the behavior of a predictive (interframe) video encoder and model the encoders behavior using only the statistics of the original input data and of the underlying channel prone to bit errors. The resulting data-driven behavior models are then used to carry out group-of-pictures partitioning and to control the rate of the video encoder in such a way that the overall quality of the decoded video with compression and channel errors is optimized.

Keywords and phrases

  • behavior model
  • rate distortion
  • video coding
  • error resilience

Authors’ Affiliations

(1)
Information and Communication Theory Group, Department of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, Mekelweg 4, Delft, 2628 CD, The Netherlands
(2)
Imaging Technology Group, IMNC, Sony Corporation, 6-7-35 Kitashinagawa, Shinagawa-Ku, Tokyo 141-0001, Japan
(3)
Video Communication Research Group, Electronic Engineering Department, Tsinghua University, 11-425 East Main Building, Beijing, 100084, China

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