2002 · 33 citations · 2 references
EngineeringComputer EngineeringComputer ScienceComputer ArchitectureDigital ImagingSystem-on-chip DesignData CompressionDigital Image ProcessingDigital Signal ProcessingImage CompressionImage ProcessingSignal ProcessingCompression TechniquesDigital Signal Processing BlocksDiscrete Wavelet TransformMemory BandwidthTransformWavelet AnalysisWavelet CompressionWavelet Transform
The discrete wavelet transform (DWT) is the basis for many image compression techniques, such as the upcoming JEPG2000. Lifting-based DWT requires fewer computations compared to the traditional convolution-based approach. In this paper, we propose a VLSI architecture to compute lifting-based 2D DWT, for a set of seven filters recommended in the JPEG2000 verification model. The architecture produces transform coefficients in every clock cycle for three of the filters and in every alternate cycle for the rest of the filters. We also present an efficient memory organization to address the high memory bandwidth requirements. The performance metrics of the proposed architecture have also been furnished.
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