High-speed continuous X-ray imaging method based on SiPM auto-encoding detector

被引:0
作者
Lyu, Xuemei [1 ]
Gong, Pin [1 ,2 ]
Hu, Zhimeng [1 ,2 ,3 ]
Zhou, Cheng [3 ]
Zhu, Xiaoxiang [3 ]
Tang, Xiaobin [1 ,2 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Dept Nucl Sci & Technol, Nanjing 210016, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Key Lab Nucl Technol Applicat & Radiat Protect Ast, Minist Ind & Informat Technol, Nanjing 210016, Peoples R China
[3] Jiangsu Nucl & Radiat Safety Supervis & Management, Nanjing 210019, Peoples R China
基金
中国国家自然科学基金;
关键词
Silicon photomultiplier; Autoencoder; High-speed X-ray imaging; PIXEL ARRAY DETECTOR; READOUT;
D O I
10.1016/j.nima.2024.169470
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
High-speed X-ray imaging can be used to observe the internal evolution of objects in the microsecond range. However, obtaining data and processing images continuously are difficult when the speed of X-ray imaging is more than one million frames per second (fps). The novel method of high-speed X-ray imaging, which is based on a SiPM auto-encoding detector, was proposed. The different response to X-ray is realized by adjusting the bias voltage of different pixels to encode the analog signals. The analog signals from multiple SiPM pixels are simplified into a single signal. In this way, SiPM is constructed as the SiPM auto-encoding detector, which greatly reduces the amount of analog signals to be sampled for each frame of X-ray image, and then the image is reconstructed in the upper computer. The feasibility of the imaging method was verified by coupling the pixelated SiPM and lutetium-ytterbium scintillation crystals to construct a SiPM auto-encoding detector. Six patterns were exposed when pulsed X-rays were performed at frequencies of 100 and 500 kHz. Then, the number of image pixels was compressed from 16 to 4. The peak signal-to-noise ratio of the reconstructed images was above 41, and the structural similarity was above 0.99. Experimental results demonstrated that the speed of continuous X-ray imaging reached 500, 000 fps for six kinds of 4 x 4 pixel patterns. This method can be applied to improve the speed of high-speed continuous X-ray imaging.
引用
收藏
页数:6
相关论文
共 22 条
[1]   Characterization of a prototype pixel array detector (PAD) for use in microsecond framing time-resolved x-ray diffraction studies [J].
Barna, SL ;
Shepherd, JA ;
Tate, MW ;
Wixted, RL ;
Eikenberry, EF ;
Gruner, SM .
IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 1997, 44 (03) :950-956
[2]   Hybridized MAPS with an in-pixel A-to-D conversion readout ASIC [J].
Carini, Gabriella A. ;
Deptuch, Grzegorz W. ;
Fahim, Farah ;
Kadlubowski, Lukasz A. ;
Klabbers, Pamela ;
Lauxtermann, Stefan ;
Petterson, Per-Olov ;
Zimmerman, Tom .
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2019, 935 :232-238
[3]   An overview of the Ultra-Fast X-ray Imager (UXI) program at Sandia Labs [J].
Claus, L. ;
Fang, L. ;
Kay, R. ;
Kimmel, M. ;
Long, J. ;
Robertson, G. ;
Sanchez, M. ;
Stahoviak, J. ;
Trotter, D. ;
Porter, J. L. .
TARGET DIAGNOSTICS PHYSICS AND ENGINEERING FOR INERTIAL CONFINEMENT FUSION IV, 2015, 9591
[4]   Keyhole threshold and morphology in laser melting revealed by ultrahigh-speed x-ray imaging [J].
Cunningham, Ross ;
Zhao, Cang ;
Parab, Niranjan ;
Kantzos, Christopher ;
Pauza, Joseph ;
Fezzaa, Kamel ;
Sun, Tao ;
Rollett, Anthony D. .
SCIENCE, 2019, 363 (6429) :849-+
[5]   FPGA Acceleration of Generative Adversarial Networks for Image Reconstruction [J].
Danopoulos, Dimitrios ;
Anagnostopoulos, Konstantinos ;
Kachris, Christoforos ;
Soudris, Dimitrios .
2021 10TH INTERNATIONAL CONFERENCE ON MODERN CIRCUITS AND SYSTEMS TECHNOLOGIES (MOCAST), 2021,
[6]   Characterisation studies of silicon photomultipliers [J].
Eckert, Patrick ;
Schultz-Coulon, Hans-Christian ;
Shen, Wei ;
Stamen, Rainer ;
Tadday, Alexander .
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2010, 620 (2-3) :217-226
[7]   A Low-Power, High-Speed Readout for Pixel Detectors Based on an Arbitration Tree [J].
Fahim, Farah ;
Joshi, Siddhartha ;
Ogrenci-Memik, Seda ;
Mohseni, Hooman .
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2020, 28 (02) :576-584
[8]   Optimization and testing of groove-shaped grid-controlled modulated X-ray tube for X-ray communication [J].
Feng, Zhaopeng ;
Liu, Yunpeng ;
Mu, Junxu ;
Chen, Wenxuan ;
Lai, Sheng ;
Tang, Xiaobin .
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2022, 1026
[9]   In-operando high-speed tomography of lithium-ion batteries during thermal runaway [J].
Finegan, Donal P. ;
Scheel, Mario ;
Robinson, James B. ;
Tjaden, Bernhard ;
Hunt, Ian ;
Mason, Thomas J. ;
Millichamp, Jason ;
Di Michiel, Marco ;
Offer, Gregory J. ;
Hinds, Gareth ;
Brett, Dan J. L. ;
Shearing, Paul R. .
NATURE COMMUNICATIONS, 2015, 6
[10]   Online Monitoring Technology of Metal Powder Bed Fusion Processes: A Review [J].
Hou, Zhuo-Jun ;
Wang, Qing ;
Zhao, Chen-Guang ;
Zheng, Jun ;
Tian, Ju-Mei ;
Ge, Xiao-Hong ;
Liu, Yuan-Gang .
MATERIALS, 2022, 15 (21)