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FPGA implementation a reconfigurable address generation unit for image processing applications

机译:FPGA实现是可重配置的地址生成单元,用于图像处理应用

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摘要

Nowadays, the DSP algorithms are being widely used in the world of digital image processing. Example of the DSP algorithms that used in image processing is 2D correlation, 2D convolution, fast Fourier transforms, FIR filter and etc. The performance of the DSP algorithm is highly depends on its processing speed and memory bandwidth. Those algorithms require intensive data manipulation and calculation happens in parallel. The DSP algorithms also require complex address pattern calculation. The DSP processor needs to handle the data processing and also complex address calculation in the same time. The complex address pattern calculation using RISC processor is not efficient and therefore slower down the overall memory access speed. Hence, a dedicated hardware blocks to perform the address generation is essential. Such hardware known as Address Generation Unit(AGU). The prior arts of AGU have limitations as some of the AGU do not able to handle image edge condition and data reuse. Besides that, the prior art of the AGU have not been verified in the actual SOC environment. In this project, a reconfigurable AGU that targeted for 2D correlation, sum of absolute difference and Finite Impulse Response (FIR) is proposed. The proposed AGU able to take care of the image edge conditions by padding it with edge pixels. The proposed AGU also being integrated into the Altera Avalon fabric and fully verified in Altera DE2-70 FPGA. It also shows 30% to 40% improvements in the performance at certain area.
机译:如今,DSP算法已被广泛用于数字图像处理领域。用于图像处理的DSP算法示例包括2D相关,2D卷积,快速傅立叶变换,FIR滤波器等。DSP算法的性能在很大程度上取决于其处理速度和存储带宽。这些算法需要大量的数据处理,并且计算并行进行。 DSP算法还需要复杂的地址模式计算。 DSP处理器需要同时处理数据处理和复杂的地址计算。使用RISC处理器进行复杂的地址模式计算效率不高,因此会降低整体内存访问速度。因此,执行地址生成的专用硬件模块至关重要。这种硬件称为地址生成单元(AGU)。 AGU的现有技术具有局限性,因为某些AGU无法处理图像边缘状况和数据重用。除此之外,尚未在实际的SOC环境中验证AGU的现有技术。在该项目中,提出了一种针对2D相关,绝对差之和和有限冲激响应(FIR)的可重构AGU。提出的AGU可以通过用边缘像素填充来照顾图像边缘条件。拟议的AGU也已集成到Altera Avalon架构中,并在Altera DE2-70 FPGA中进行了全面验证。它还显示某些区域的性能提高了30%到40%。

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    Kok Horng Kok Horng;

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  • 年度 2013
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