太赫兹辐射
计算机科学
信号处理
信号(编程语言)
计算
医学影像学
模式
人工智能
断层重建
图像处理
计算机视觉
迭代重建
物理
光学
图像(数学)
算法
数字信号处理
计算机硬件
社会科学
社会学
程序设计语言
作者
Weng-Tai Su,Yi-Chun Hung,Po-Jen Yu,Chia‐Wen Lin,Shang-Hua Yang
出处
期刊:IEEE Signal Processing Magazine
[Institute of Electrical and Electronics Engineers]
日期:2023-03-01
卷期号:40 (2): 32-45
被引量:5
标识
DOI:10.1109/msp.2022.3198807
摘要
Visualizing information inside objects is an everlasting need to bridge the world from physics, chemistry, and biology to computation. Among all tomographic techniques, terahertz (THz) computational imaging has demonstrated its unique sensing features to digitalize multidimensional object information in a nondestructive, nonionizing, and noninvasive way. Applying modern signal processing and physics-guided modalities, THz computational imaging systems have now been launched in various application fields in industrial inspection, security screening, chemical inspection, and nondestructive evaluation. In this article, we review recent advances in THz computational imaging modalities in the aspects of system configuration; wave propagation and interaction models; and physics-guided algorithms for digitalizing interior information of imaged objects. Several image restoration and reconstruction issues based on multidimensional THz signals are further discussed, which provides a crosslink among material digitalization, functional property extraction, and multidimensional imager utilization from a signal processing perspective.
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