Title :
Local optimization of index assignments for multiple description coding
Author :
Cardinal, Jean ; Elloumit, Sourour ; Labbe, Martine
Author_Institution :
Dept. d´lnformatique, Univ. Libre de Bruxelles, Brussels, Belgium
Abstract :
Index assignment problems are central to many joint source-channel coding methods and generally require a lot of computational power. We study the optimization of index assignment matrices for the multiple description coding problem. Index assignment matrices are used at the quantization step and provide a conceptually simple and fast alternative to multiply descriptive transform methods. We describe two novel local optimization algorithms using a bipartite matching procedure to locally minimize the expected mean squared error. We provide experimental results on various codebooks as well as a comparison with a previously published optimization algorithm.
Keywords :
combined source-channel coding; matrix algebra; mean square error methods; optimisation; quantisation (signal); bipartite matching procedure; codebook; descriptive transform method; index assignment matrix optimization; joint source-channel coding method; mean squared error minimization; multiple description coding; quantization step; Abstracts; Lead; Programming;
Conference_Titel :
Signal Processing Conference, 2002 11th European
Conference_Location :
Toulouse