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ENHANCED COMPUTATIONAL INTEGRAL IMAGING RECONSTRUCTION TECHNIQUE BASED ON INTERPOLATION METHOD USING FPGA

机译:基于插值方法的FPGA增强型计算积分成像重建技术

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摘要

In this paper, a hardware implementation for enhanced computational integral imaging reconstruction (CIIR) technique is proposed. The reconstruction technique is based on image interpolation algorithms to improve the quality of 3D reconstructed images. In the conventional CIIR, the quality of reconstructed output image is degraded due to only a single pixel from each elemental image is used in the reconstruction process. The proposed CIIR method generates new pixels between the original pixels of elemental images using interpolation technique. The interpolated pixels enhance the resolution of the reconstructed image. The proposed hardware exploits both of the concurrent processing and memory organization features, which are available in field-programmable gate array (FPGA) device to achieve several computational operations at real time. To show the feasibility of the proposed scheme, some experiments were carried out, its result exposes that the hardware is able to process digital reconstruction at real time rate with low power consumption.
机译:本文提出了一种用于增强计算积分成像重建(CIIR)技术的硬件实现。重建技术基于图像插值算法来提高3D重建图像的质量。在常规CIIR中,由于在重建过程中仅使用来自每个基本图像的单个像素,因此重建的输出图像的质量降低。所提出的CIIR方法使用插值技术在元素图像的原始像素之间生成新像素。内插像素增强了重建图像的分辨率。拟议的硬件同时利用了并行处理和存储器组织功能,这些功能可在现场可编程门阵列(FPGA)设备中使用,以实时实现多种计算操作。为了证明该方案的可行性,进行了一些实验,其结果表明该硬件能够以低功耗实时处理数字重建。

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