Title :
High performance VLSI architecture for the trellis coded quantization
Author :
Bóo, M. ; Arguello, F. ; Bruguera, J.D. ; Zapata, E.L.
Author_Institution :
Dept. of Electron., Santiago de Compostela Univ., Spain
Abstract :
Trellis coded quantization (TCQ) is an efficient technique for encoding memoryless sources. Furthermore TCQ can be incorporated into a transform coding structure (such as the discrete cosine transform) for encoding monochrome and color images with fixed rate or entropy-constrained schemes. In all these cases an expanded codebook is partitioned into subsets used to label the branches of an appropriate graph (trellis). For a given data sequence, the Viterbi algorithm is then used to find the minimum mean square error path through the trellis. We present a generic architecture scheme that can be easily adapted to the different TCQ image compression methods. We also present a formal model that permits a regular and modular design solution that is optimal for a particular set of area and/or speed constraints
Keywords :
VLSI; digital signal processing chips; entropy codes; image coding; maximum likelihood estimation; memoryless systems; quantisation (signal); source coding; transform coding; trellis codes; TCQ; Viterbi algorithm; area constraint; color image coding; data sequence; discrete cosine transform; entropy constrained scheme; fixed rate scheme; formal model; generic architecture; graph; high performance VLSI architecture; image compression method; memoryless source encoding; minimum mean square error path; modular design; monochrome image coding; optimal design solution; regular design; speed constraint; transform coding structure; trellis coded quantization; Automata; Color; Computer architecture; Discrete cosine transforms; Discrete transforms; Image coding; Mean square error methods; Vector quantization; Very large scale integration; Viterbi algorithm;
Conference_Titel :
Image Processing, 1996. Proceedings., International Conference on
Conference_Location :
Lausanne
Print_ISBN :
0-7803-3259-8
DOI :
10.1109/ICIP.1996.561073