J Biomed Opt. 2011 Feb;16(2):020505. doi: 10.1117/1.3548153.
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.
在傅里叶域光学相干断层扫描(FD-OCT)中,在进行傅里叶变换之前,需要将大量的干涉数据从波长域重新采样到波数域。我们提出了一种优化这种数据处理的方法,使用图形处理单元(GPU)和并行处理算法。我们使用 GPU 分页内存在 GPU 中呈现数据,而不是将数据复制回 CPU,从而证明了比以前报道的更高的处理和渲染速度。这避免了不必要的和缓慢的数据传输,使得单个帧的处理和显示速度超过 524,000 次 A 扫描/秒。据我们所知,这是迄今为止最快的处理速度,也是 FD-OCT 处理和渲染首次完全在 GPU 上实现。