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3D Haar Wavelet Transform with Dynamic Partial Reconfiguration for 3D Medical Image Compression

机译:3D Haar小波变换与动态部分重新配置3D医学图像压缩

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This paper describes the design and implementation of 3D Haar wavelet transform (HWT) with transpose based computation and dynamic partial reconfiguration (DPR). As a result of the separability property of the multi-dimensional HWT, the proposed architecture has been implemented using a cascade of three N-point 1D HWT and two transpose memory for a 3D volume of N × N × N, suitable for 3D medical image compression. The proposed 3D HWT architectures were implemented on Xilinx Virtex-5 field programmable gate array (FPGA) using VHDL. An in-depth performance analysis and comparison has shown that DPR based implementation improves both speed and power consumption as well as reducing the hardware required for the system.
机译:本文介绍了三维哈尔小波变换(HWT)的设计和实现,具有基于基于的计算和动态部分重新配置(DPR)。由于多维HWT的可分离性质,所提出的架构已经使用三个n点1d HWT和两个转置存储器的3D×n×n的三个转置存储器来实现,适用于3D医学图像压缩。使用VHDL在Xilinx Virtex-5现场可编程门阵列(FPGA)上实现了所提出的3D HWT架构。深入的性能分析和比较表明,基于DPR的实现提高了速度和功耗,以及减少系统所需的硬件。

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