Efficient high-speed/low-power line-based architecture for two-dimensional discrete wavelet transform using lifting scheme
Cheng-Yi Xiong, Jinwen Tian, Jian Liu · IEEE Transactions on Circuits and Systems for Video Technology · 2006
Efficient line-based architectures for two-dimensional discrete wavelet transform (2-D DWT) are presented in this paper. We first present a four-input/four-output architecture for direct 2-D DWT that 1-level decomposition of a N/spl times/N image could be performed in approximately N/sup 2//4 intra-working clock cycles (ccs), where the parallelism among four subbands transforms in lifting-based 2-D DWT is explored. By using this four-input/four-output architecture, we propose a novel pipelined architecture for multilevel 2-D DWT that can perform a complete dyadic decomposition of N/spl times/N image in approximately N/sup 2//4 ccs. Performance analysis and comparison results demonstrate that, the proposed architectures have faster throughput rate and good performance in terms of production of throughput rate and hardware cost, as well as hardware utilization. The proposed pipelined architecture could be an efficient alternative for high-speed and/or low-power applications.