Title :
Multiple description trellis coded quantization
Author :
Jafarkhani, Hamid ; Tarokh, Vahid
Author_Institution :
Res. Labs., AT&T, Red Bank, NJ, USA
Abstract :
We present a construction of multiple description trellis coded quantizers. We use the tensor product of trellises to build a trellis which is applicable to multiple description coding. The problems of index assignment and set partitioning for the resulting trellis are considered. The Viterbi algorithm provides the best path for encoding and the design procedure utilizes a generalized Lloyd algorithm. The encoding process simultaneously generates all the transmitted sequences. Furthermore, the complexity of the scheme is almost independent of the rate. The quantizer provides remarkable performance with little encoding complexity
Keywords :
computational complexity; rate distortion theory; source coding; trellis codes; Viterbi algorithm; complexity; design procedure; encoding; generalized Lloyd algorithm; index assignment; multiple description coding; multiple description trellis coded quantization; set partitioning; tensor product; transmitted sequences; Algorithm design and analysis; Encoding; History; Partitioning algorithms; Quantization; Random variables; Rate-distortion; Source coding; Tensile stress; Viterbi algorithm;
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
DOI :
10.1109/ICIP.1998.723587