Effect of datasets on imaging quality of coded aperture γ camera based on convolutional neural network algorithm
NUCLEAR ELECTRONICS AND INSTRUMENTATION|更新时间:2025-06-17
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Effect of datasets on imaging quality of coded aperture γ camera based on convolutional neural network algorithm
“In the field of encoding aperture gamma camera image reconstruction, researchers propose a dataset generation method based on Monte Carlo simulation and linear random combination, and use CNN algorithm to improve imaging performance and accuracy.”
XU Wenrui, male, born in 1998, graduated from Southwest University of Science and Technology with a master's degree in 2023, doctoral student, foucsing on radiation detection technology
SONG Yushou, E-mail: songyushou80@163.com
ZHOU Chunzhi, E-mail: zhoucz6622@163.com
基金信息:
National Natural Science Foundation of China(12227810)
XU Wenrui,SONG Yushou,ZHOU Chunzhi,et al.Effect of datasets on imaging quality of coded aperture γ camera based on convolutional neural network algorithm[J].NUCLEAR TECHNIQUES,2025,48(04):040402.