Implementation and Comparison of Three Image Reconstruction Algorithms in FPGA towards Palm-size Photoacoustic Tomography
2023
发表期刊IEEE SENSORS JOURNAL; (IF:4.3[JCR-2023],4.2[5-Year])
ISSN1530-437X
EISSN1558-1748
卷号23期号:8页码:8605-8612
发表状态已发表
DOI10.1109/JSEN.2023.3252814
摘要

Photoacoustic (PA) imaging has been widely applied in both preclinical and clinical applications. With a significantly increasing number of data acquisition channels, fast high-quality image reconstruction with low-cost for PA imaging is an open challenge. In this paper, we propose a palm-size PAT system, named palmPAT, to achieve miniaturized low-cost PA imaging modality with high performance. To prove the feasibility, Field Programmable Gate Array (FPGA) implementation of PA image reconstruction is performed to achieve high-quality imaging performance with miniaturized size and cost. This FPGA implementation can be easily adapted to 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. To our best knowledge, this is the first study concentrated on the implementation and comparison of three frequently-used PA image reconstruction algorithms based on FPGA platform.

关键词Costs Delay-and-sum Field programmable gate arrays FPGA acceleration Image reconstruction Imaging Photoacoustic tomography Sensors Transducers Ultrasonic imaging
学科门类Instrumentation ; Electrical and Electronic Engineering
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收录类别SCI ; EI ; SCOPUS
语种英语
资助项目National Natural Science Foundation of China[61805139] ; United Imaging Intelligence[2019X0203-501-02] ; Shanghai Clinical Research and Trial Center[2022A0305-418-02] ; Double First-Class Initiative Fund of Shanghai Tech University[2022X0203.904-04]
WOS研究方向Engineering ; Instruments & Instrumentation ; Physics
WOS类目Engineering, Electrical & Electronic ; Instruments & Instrumentation ; Physics, Applied
WOS记录号WOS:000974500000061
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
EI入藏号20231113738254
EI主题词Image reconstruction
EI分类号721.2 Logic Elements ; 723.2 Data Processing and Image Processing ; 741.1 Light/Optics ; 746 Imaging Techniques ; 751.1 Acoustic Waves ; 911 Cost and Value Engineering ; Industrial Economics
原始文献类型Article
Scopus 记录号2-s2.0-85149847758
来源库SCOPUS
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文献类型期刊论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/286523
专题信息科学与技术学院
信息科学与技术学院_公共科研平台_机电能源与电子器件科研平台
信息科学与技术学院_PI研究组_高飞组
信息科学与技术学院_硕士生
信息科学与技术学院_博士生
作者单位
Hybrid Imaging System Laboratory, School of Information Science and Technology, ShanghaiTech University, Shanghai, China
第一作者单位信息科学与技术学院
第一作者的第一单位信息科学与技术学院
推荐引用方式
GB/T 7714
Zijian Gao,Yuting Shen,Daohuai Jiang,et al. Implementation and Comparison of Three Image Reconstruction Algorithms in FPGA towards Palm-size Photoacoustic Tomography[J]. IEEE SENSORS JOURNAL;,2023,23(8):8605-8612.
APA Zijian Gao.,Yuting Shen.,Daohuai Jiang.,Yuwei Zheng.,Fengyu Liu.,...&Fei Gao.(2023).Implementation and Comparison of Three Image Reconstruction Algorithms in FPGA towards Palm-size Photoacoustic Tomography.IEEE SENSORS JOURNAL;,23(8),8605-8612.
MLA Zijian Gao,et al."Implementation and Comparison of Three Image Reconstruction Algorithms in FPGA towards Palm-size Photoacoustic Tomography".IEEE SENSORS JOURNAL; 23.8(2023):8605-8612.
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