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Discrete wavelet transform for image compression: a hardware a

机译:离散小波变换的图像压缩:硬件

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Abstract: In the last few years, there has been a great deal of effort invested in the fields of discrete wavelet transform (DWT) by the scientific community. DWT associated with vector quantization has been proved to be an invaluable tool for image compression. The DWT, however, is very computationally intensive process. There is a need to investigate innovative and computationally efficient architectures to obtain the image compression in real time. In this paper, we present a novel, robust, and regular architecture to implement the DWT for image compression. Beside the performance, the architecture takes into account data format, power, hardware cost and scalability issues rising form realistic operating conditions. !22
机译:摘要:近年来,科学界在离散小波变换(DWT)领域投入了大量精力。与矢量量化相关的DWT已被证明是图像压缩的宝贵工具。但是,DWT是一个计算量很大的过程。需要研究创新的和计算有效的体系结构以实时获得图像压缩。在本文中,我们提出了一种新颖,强大且常规的架构来实现DWT进行图像压缩。除了性能之外,该体系结构还考虑了数据格式,功耗,硬件成本和可扩展性问题,这些问题是由实际操作条件引起的。 !22

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