Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21205, USA.
IEEE Trans Biomed Eng. 2012 May;59(5):1272-80. doi: 10.1109/TBME.2012.2183675. Epub 2012 Jan 10.
Laser speckle contrast imaging (LSCI) is a full field optical imaging technique, capable of imaging blood flow without the introduction of any exogenous dyes. Spatial and temporal resolution in LSCI images depend on how pixels are chosen from the raw image stack for contrast processing. However, all processing schemes are based on isotropic treatment of the spatial neighborhood about each pixel, restricting further improvement in spatiotemporal resolution and image quality. We present a novel spatiotemporal processing scheme for LSCI where the spatial neighborhood is anisotropic, that is, restricted along a specific direction that matches direction of blood flow. The technique allows for a significant increase in temporal resolution, from conventionally used 40 or 80 frames to just three frames; while simultaneously achieving 23% and 47% higher signal-to-noise ratios over concurrent spatiotemporal schemes, when imaging rapid and slow functional changes in blood flow, respectively. We present the concept, justification, and performance evaluation of the novel scheme and demonstrate its suitability for imaging rapid changes in blood flow. Anisotropic LSCI was able to monitor the heart rate associated fluctuations in intravascular blood flow and showed them to be as high as 28% of the mean.
激光散斑对比成像(LSCI)是一种全场光学成像技术,能够在不引入任何外源染料的情况下对血流进行成像。LSCI 图像的空间和时间分辨率取决于从原始图像堆栈中选择哪些像素进行对比度处理。然而,所有处理方案都是基于各像素空间邻域的各向同性处理,这限制了空间和时间分辨率以及图像质量的进一步提高。我们提出了一种用于 LSCI 的新型时空处理方案,其中空间邻域是各向异性的,即沿与血流方向匹配的特定方向受限。该技术允许显著提高时间分辨率,从传统使用的 40 或 80 帧提高到仅 3 帧;同时,在分别对血流的快速和缓慢功能变化进行成像时,与同时进行的时空方案相比,信号噪声比分别提高了 23%和 47%。我们介绍了该新型方案的概念、依据和性能评估,并证明了其适用于对血流的快速变化进行成像。各向异性 LSCI 能够监测与血管内血流相关的心率波动,其幅度高达平均幅度的 28%。