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首页> 外文期刊>Biomedical Optics Express >Real-time GPU-accelerated processing and volumetric display for wide-field laser-scanning optical-resolution photoacoustic microscopy
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Real-time GPU-accelerated processing and volumetric display for wide-field laser-scanning optical-resolution photoacoustic microscopy

机译:实时GPU加速处理和体积显示,用于广域激光扫描光学分辨率光声显微镜

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摘要

Fast signal processing and real-time displays are essential for practical imaging modality in various fields of applications. However, the imaging speed in optical-resolution photoacoustic microscopy (OR-PAM), in particular, depends on factors such as the pulse repetition rate of the laser, scanning method, field of view (FOV), and signal processing time. In the past, efforts to increase acquisition speed either focused on developing new scanning methods or using lasers with higher pulse repetition rates. However, high-speed signal processing is also important for real-time volumetric display in OR-PAM. In this study, we carried out parallel signal processing using a graphics processing unit (GPU) to enable fast signal processing and wide-field real-time displays in laser-scanning OR-PAM. The average total GPU processing time for a B-mode PAM image was approximately 1.35 ms at a display speed of 480 fps when the data samples were acquired with 736 (axial) × 500 (lateral) points/B-mode-frame at a pulse repetition rate of 300 kHz. In addition, we successfully displayed maximum amplitude projection images of a mouse’s ear as volumetric images with an FOV of 3 mm × 3 mm (500 × 500 pixels) at 1.02 s, corresponding to 0.98 fps.
机译:快速的信号处理和实时显示对于各种应用领域中的实际成像方式至关重要。但是,光学分辨率光声显微镜(OR-PAM)的成像速度尤其取决于诸如激光脉冲重复率,扫描方法,视场(FOV)和信号处理时间等因素。过去,提高采集速度的努力要么集中于开发新的扫描方法,要么使用具有更高脉冲重复率的激光器。但是,高速信号处理对于OR-PAM中的实时体积显示也很重要。在这项研究中,我们使用图形处理单元(GPU)进行了并行信号处理,从而可以在激光扫描OR-PAM中实现快速信号处理和广域实时显示。当以736(轴向)×500(横向)点/ B-模式帧脉冲采集数据样本时,B模式PAM图像的平均总GPU处理时间在480 fps的显示速度下约为1.35 ms。重复频率为300 kHz。此外,我们成功地以1.02 s(相当于0.98 fps)的FOV为3 mm×3 mm(500×500像素)的体积图像成功显示了鼠标耳朵的最大振幅投影图像。

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