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Interferometric synthetic aperture microscopy implementation on a floating point multi-core digital signal processer

机译:浮点多核数字信号处理器上的干涉式合成孔径显微镜实现

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The transition of optical coherence tomography (OCT) technology from the lab environment towards the more challenging clinical and point-of-care settings is continuing at a rapid pace. On one hand this translation opens new opportunities and avenues for growth, while on the other hand it also presents a new set of challenges and constraints under which OCT systems have to operate. OCT systems in the clinical environment are not only required to be user friendly and easy to operate, but should also be portable, have a smaller form factor coupled with low cost and reduced power consumption. Digital signal processors (DSP) are in a unique position to satisfy the computational requirements for OCT at a much lower cost and power consumption compared to the existing platforms such as CPU and graphics processing units (GPUs). In this work, we describe the implementation of optical coherence tomography (OCT) and interferometric synthetic aperture microscopy (ISAM) processing on a floating point multi-core DSP (C6678, Texas Instruments). ISAM is a computationally intensive data processing technique that is based on the re-sampling of the Fourier space of the data to yield spatially invariant transverse resolution in OCT. Preliminary results indicate that 2D-ISAM processing at 70,000 A-lines/sec and OCT at 180,000 A-lines/sec can be achieved with the current implementation using available DSP hardware.
机译:光学相干断层扫描(OCT)技术从实验室环境向更具挑战性的临床和即时护理环境的过渡正在快速发展。一方面,这种翻译为增长提供了新的机会和途径,另一方面,它也提出了一系列新的挑战和约束,OCT系统必须在这些挑战和约束下运行。临床环境中的OCT系统不仅需要用户友好和易于操作,而且还应该是便携式的,具有较小的外形尺寸以及低成本和降低的功耗。与CPU和图形处理单元(GPU)等现有平台相比,数字信号处理器(DSP)处于独特的位置,可以以更低的成本和功耗满足OCT的计算要求。在这项工作中,我们描述了光学相干断层扫描(OCT)和干涉式合成孔径显微镜(ISAM)处理在浮点多核DSP(C6678,Texas Instruments)上的实现。 ISAM是一种计算密集型数据处理技术,该技术基于对数据的傅立叶空间进行重新采样以在OCT中产生空间不变的横向分辨率。初步结果表明,使用当前可用的DSP硬件实现,可以实现70,000 A-line / sec的2D-ISAM处理和180,000 A-line / sec的OCT处理。

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