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Xstream - a hardware accelerator for digital holographic imaging

机译:XSTREAM - 数字全息成像的硬件加速器

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This paper presents a hardware accelerator for image reconstruction in digital holographic imaging. The hardware accelerator executes a reconstruction algorithm which transforms the light captured on a digital image sensor into visible images. The reconstruction algorithm is based on a large two-dimensional FFT, which is a computationally demanding operation. Focus in this work is to maximize the computational efficiency and to minimize thememory transfer overhead to external SDRAM. This paper presents an efficient processing datapath and proposes a fast transpose unit and an interleaved memory storage scheme. The accelerator has been integrated together with a microprocessor, memory controller, sensor and monitor interface and has been verified on a custom design FPGA platform containing a Virtex-1000E device. The proposed architecture targeting a 0.13 ??m cell library achieves real-time performance with 20 frames per second.
机译:本文介绍了数字全息成像中的图像重建的硬件加速器。 硬件加速器执行重建算法,该重建算法将在数字图像传感器上捕获的光变换为可见图像。 重建算法基于大的二维FFT,这是一种计算要求苛刻的操作。 重点在这项工作中是最大化计算效率,并最大限度地减少对外部SDRAM的主题转移开销。 本文提出了一个有效的处理数据路径,并提出了快速转置单元和交错存储器存储方案。 加速器已与微处理器,内存控制器,传感器和监视器接口集成在一起,并在包含Virtex-1000E设备的自定义设计FPGA平台上进行了验证。 拟议的架构针对0.13 ?? M细胞库的实时性能,每秒20帧。

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