Evaluation of design alternatives for the 2-D-discrete wavelet transform
N.D. Zervas, G Anagnostopoulos, Vassilis Spiliotopoulos, Yiannis Andreopoulos, C.E. Goutis · IEEE Transactions on Circuits and Systems for Video Technology · 2001
In this paper, the three main hardware architectures for the 2-D discrete wavelet transform (2-D-DWT) are reviewed. Also, optimization techniques applicable to all three architectures are described. The main contribution of this work is the quantitative comparison among these design alternatives for the 2-D-DWT. The comparison is performed in terms of memory requirements, throughput, and energy dissipation, and is based on a theoretical analysis of the alternative architectures and schedules. Memory requirements, throughput, and energy are expressed by analytical equations with parameters from both the 2-D-DWT algorithm and the implementation platform. The parameterized equations enable the early but efficient exploration of the various tradeoffs related to the selection to the one or the other architecture.