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Processing and rendering of Fourier domain optical coherence tomography images at a line rate over 524 kHz using a graphics processing unit

机译:使用图形处理单元以超过524 kHz的线速处理和渲染傅立叶域光学相干断层扫描图像

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摘要

In Fourier domain optical coherence tomography (FD-OCT), a large amount of interference data needs to be resampled from the wavelength domain to the wavenumber domain prior to Fourier transformation. We present an approach to optimize this data processing, using a graphics processing unit (GPU) and parallel processing algorithms. We demonstrate an increased processing and rendering rate over that previously reported by using GPU paged memory to render data in the GPU rather than copying back to the CPU. This avoids unnecessary and slow data transfer, enabling a processing and display rate of well over 524,000 A-scan/s for a single frame. To the best of our knowledge this is the fastest processing demonstrated to date and the first time that FD-OCT processing and rendering has been demonstrated entirely on a GPU.
机译:在傅立叶域光学相干断层扫描(FD-OCT)中,在进行傅立叶变换之前,需要将大量干扰数据从波长域重新采样到波数域。我们提出一种使用图形处理单元(GPU)和并行处理算法来优化此数据处理的方法。通过使用GPU分页内存在GPU中渲染数据而不是复制回CPU,我们展示了比以前报告的更高的处理和渲染速率。这样可以避免不必要和缓慢的数据传输,从而使单个帧的处理和显示速率远远超过524,000 A-scan / s。据我们所知,这是迄今为止最快的处理过程,也是首次在GPU上完全演示FD-OCT处理和渲染。

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