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Framework for FPGA-based discrete biorthogonal wavelet transforms implementation

机译:基于FPGA的离散双正交小波变换的框架实现

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The discrete wavelet transform has taken its place at the forefront of research for the development of signal and image processing applications. These wavelet-based approaches have outperformed existing strategies in many areas including telecommunication, numerical analysis and, most notably, image/video compression. The authors present an investigation into the design and implementation of 1-D and 2-D discrete biorthogonal wavelet transforms (DBWTs) using a field programmable gate array (FPGA)-based rapid prototyping environment. The proposed architectures for DBWTs are scalable, modular and have less area and time complexity when compared with existing structures. FPGA implementation results based on a Xilinx Virtex-2000E device have shown that the proposed system provides an efficient solution for the processing of DBWTs in real-time.
机译:离散小波变换已在信号和图像处理应用程序开发的研究中占据了最前沿。这些基于小波的方法在许多领域都优于现有策略,包括电信,数值分析,最值得注意的是图像/视频压缩。作者介绍了使用基于现场可编程门阵列(FPGA)的快速原型制作环境对一维和二维离散双正交小波变换(DBWT)的设计和实现进行的研究。与现有结构相比,为DBWT提议的体系结构具有可伸缩性,模块化且具有较小的面积和时间复杂性。基于Xilinx Virtex-2000E器件的FPGA实现结果表明,所提出的系统为实时处理DBWT提供了有效的解决方案。

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