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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]) |
ISSN | 1530-437X |
EISSN | 1558-1748 |
卷号 | 23期号:8页码:8605-8612 |
发表状态 | 已发表 |
DOI | 10.1109/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 |
URL | 查看原文 |
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 |
引用统计 | 正在获取...
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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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