JOURNAL ARTICLE

Multiple description trellis-coded vector quantization

Abstract

Multiple description schemes for trellis coded vector quantizers are introduced. For these schemes, the Viterbi algorithm provides an optimal path for encoding and the design procedure utilizes the generalized Lloyd algorithm for suboptimal codebooks. The schemes are generalization of Jafarkhani and Throkh (see ICIP '98, Proceedings. of International Conference on Image Processing, vol.1, p.669-673,1998 and IEEE Transactions on Communications, vol.47, no.6, p.799-803, 1999) method in both temporal and spatial senses. A lower bound on rate-distortion region for more than three descriptions is given. The lower bound is a generalization of Ozarow's (1980) achievable region for a two channel and three description scheme.

Keywords:
Vector quantization Viterbi algorithm Trellis (graph) Computer science Generalization Encoding (memory) Algorithm Quantization (signal processing) Decoding methods Upper and lower bounds Codebook Rate–distortion theory Theoretical computer science Mathematics Artificial intelligence Data compression

Metrics

4
Cited By
0.00
FWCI (Field Weighted Citation Impact)
24
Refs
0.17
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Digital Filter Design and Implementation
Physical Sciences →  Computer Science →  Signal Processing

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