Performance analysis of anti-noise interference of hemorrhagic cerebral stroke image reconstruction in chirp-pulse microwave CT (CP-MCT)

Sijie Li, Heng Liu

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

CP-MCT is a novel microwave imaging technology, which is harmless to human body and low cost. This paper attempts to apply it to the detection of hemorrhagic cerebral stroke (HCS) by means of simulation, and try to analyze its robustness. Firstly, we build four realistic HCS brain images whose voxel value is the brain tissue attenuation constant at 2GHz. Then we calculate the Radon projection values of them and superimpose noises with different signal-to-noise ratio (SNR) to simulate the propagation of signal in different channels. Secondly, we use filtered back projection (FBP) algorithm to reconstruct the HCS brain images and calculate the Root Mean Square Error (RMSE) values between the reconstructed images and the corresponding original images to evaluate image reconstruction performance. Results show that the RMSE values are larger and decrease significantly with the increasing of SNR when the SNR is below 30dB, and when SNR is above 30dB, the RMSE values are around 8NP/m.

源语言英语
主期刊名Eleventh International Conference on Digital Image Processing, ICDIP 2019
编辑Jenq-Neng Hwang, Xudong Jiang
出版商SPIE
ISBN(电子版)9781510630758
DOI
出版状态已出版 - 2019
活动11th International Conference on Digital Image Processing, ICDIP 2019 - Guangzhou, 中国
期限: 10 5月 201913 5月 2019

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
11179
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议11th International Conference on Digital Image Processing, ICDIP 2019
国家/地区中国
Guangzhou
时期10/05/1913/05/19

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