Abstract | ||
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In this paper, we propose a unified approach of exploiting both inter- and intra-band correlations among the wavelet coefficients in a single algorithm. Most of the existing wavelet based image coding techniques are either based on zero-tree approach or zero-block (quad-tree) approach. The zero-tree based coders exploit only inter-band correlations whereas zero-block based coders exploit only intra-band correlations among the wavelet coefficients. Thus this work is an attempt to fuse the features of both block- and tree-based coding algorithms into a single algorithm. The proposed algorithm generates fully embedded bit stream. Simulation results show that the proposed algorithm outperforms existing wavelet based image coders. Additionally, the memory requirements due to the auxiliary lists is also reduced as compared to the zero-tree based coders |
Year | DOI | Venue |
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2006 | 10.1109/ICASSP.2006.1660377 | Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference |
Keywords | Field | DocType |
image coding,quadtrees,transform coding,tree codes,wavelet transforms,quad-tree approach,tree-based coding algorithms,unified zero-block-zero-tree approach,wavelet based embedded image coding | Pattern recognition,Computer science,Block code,Transform coding,Artificial intelligence,Cascade algorithm,Cluster analysis,Stationary wavelet transform,Wavelet packet decomposition,Wavelet transform,Wavelet | Conference |
Volume | ISSN | ISBN |
2 | 1520-6149 | 1-4244-0469-X |
Citations | PageRank | References |
2 | 0.36 | 5 |
Authors | ||
2 |
Name | Order | Citations | PageRank |
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Athar Ali Moinuddin | 1 | 5 | 2.78 |
E. Khan | 2 | 56 | 12.71 |