Systolic Arrays For The Haar Transform

IEE PROCEEDINGS-COMPUTERS AND DIGITAL TECHNIQUES(1998)

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摘要
A reformulation of the Haar transform algorithm is used to design systolic arrays for data compression. First a triangular array is developed for the normalised 1-D transform and it is then extended to produce an inverse transformation. Area-efficient and unrolled array designs employing the 1-D arrays are used to develop high-throughput, area-efficient arrays with 100% efficiency which produce one transformed data item per clock cycle. The 1-D designs are then incorporated into a 2-D design for image compression using row and column operations. Finally the arrays are augmented with a simple thresholding design which produces a compressed lossy output. High throughput can be achieved. A complete compression/decompression of the data can be performed using the arrays in conjunction with a thresholding array which adds O(m(2)) cells and an additional latency of 2m steps. The design is scalable in that m can be chosen to suit manufacturing capabilities.
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关键词
Haar transform, systolic arrays, data compression, very large-scale integration
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