Photoacoustic (PA) imaging has been widely applied in both preclinical and clinical applications. With a significantly increasing number of data acquisition channels, fast and high-quality image reconstruction for real-time PA imaging is an open challenge in this community. In this paper, we propose a FPGA-accelerated method to achieve a much faster image reconstruction speed by 20~60 times compared with using CPU, with much-reduced system cost and power budget, from dozens of Watt (CPU) to 1~2 Watt (FPGA). Equivalently, the energy efficiency ratio (EER) is improved by ~1000 times. This FPGA acceleration method can be easily adapted to the most widely used algorithms, such as delay-and-sum (DAS) and its variants (e.g. DMAS, DAS-CF). We have performed in-vivo human finger experiments to demonstrate the feasibility and potential of the proposed method. To our best knowledge, this is the first study of accelerating PA image reconstruction based on FPGA platform.
翻译:光声成像(PA)在临床前和临床应用中广泛应用,随着数据采集渠道的大量增加,实时PA成像的快速和高质量图像重建是这一社区面临的一个公开挑战。在本文件中,我们提议采用FPGA加速方法,使图像重建速度比CPU快20-60倍,系统成本和功率预算都大大降低,从几十瓦特(CPU)到1~2瓦特(FPGA),同样,能源效率比率也提高了~1 000倍。这种PPA加速法可以很容易地适应最广泛使用的算法,如延迟和总(DAS)及其变式(例如DMAS,DAS-CF)等。我们进行了现场人体手指实验,以证明拟议方法的可行性和潜力。据我们所知,这是根据PAGA平台加速巴勒斯坦权力机构图像重建的首次研究。