Title :
Optimised Motion Estimation for Robust Video Coding in Packet Loss Environment
Author :
Yang, Fuzheng ; Wan, Shuai ; Izquierdo, Ebroul
Author_Institution :
Univ. of London, London
Abstract :
An improved motion estimation method for robust video coding is proposed. It is designed to enhance packet loss resilience in lossy environments. The proposed motion estimation is based on an end-to-end rate-distortion optimisation framework. Initially, the end-to-end reconstructed distortion is efficiently estimated considering the distortion caused by quantisation, error propagation, and error concealment. Then, the total bit rate for coding the residual is estimated using a quadratic rate-distortion model. The results are incorporated into the Lagrangian optimisation during motion estimation. Optimised motion vectors are selected in the sense of coding efficiency and robustness. A comparative evaluation with conventional robust video coding techniques was conducted. The experimental results demonstrate a superior performance of the proposed method.
Keywords :
image reconstruction; motion estimation; optimisation; rate distortion theory; video coding; Lagrangian optimisation; end-to-end reconstructed rate-distortion optimisation framework; error concealment; error propagation; optimised motion estimation; packet loss resilience; packet switched network; quadratic rate-distortion model; robust video coding; video communiation; video quantisation; Bit rate; Image reconstruction; Lagrangian functions; Motion estimation; Optimization methods; Quantization; Rate-distortion; Resilience; Robustness; Video coding;
Conference_Titel :
Image Analysis for Multimedia Interactive Services, 2007. WIAMIS '07. Eighth International Workshop on
Conference_Location :
Santorini
Print_ISBN :
0-7695-2818-X
Electronic_ISBN :
0-7695-2818-X
DOI :
10.1109/WIAMIS.2007.65