Title :
An information-theoretic approach for removing feedback channels in distributed video coding
Author :
Yaacoub, Charles ; Farah, Joumana
Author_Institution :
Fac. of Sci. & Comput. Eng., Holy-Spirit Univ. of Kaslik, Jounieh, Lebanon
Abstract :
This paper presents an information-theoretic approach for estimating the compression bounds of Wyner-Ziv frames in a distributed video coding system, taking into account the amount of motion in the captured video scene, as well as the transmission channel conditions. Simulation results show a comparable behavior between the practical system performance and the theoretical limits. Therefore, based on the analytical estimations, a suitable compression rate can be predicted for each frame without the need for a feedback channel, with a minor loss in the system´s rate-distortion performance compared to the classical feedback-based coding system.
Keywords :
information theory; motion estimation; video coding; Wyner-Ziv frames; distributed video coding; feedback based coding; feedback channel removal; information theoretic approach; transmission channel; video scene; Decoding; Distributed computing; Feedback; Image coding; Motion compensation; Motion estimation; Transform coding; Video coding; Video compression; Video on demand;
Conference_Titel :
Advances in Computational Tools for Engineering Applications, 2009. ACTEA '09. International Conference on
Conference_Location :
Zouk Mosbeh
Print_ISBN :
978-1-4244-3833-4
Electronic_ISBN :
978-1-4244-3834-1
DOI :
10.1109/ACTEA.2009.5227911