Enhancing the spatial resolution of time-of-flight based non-line-of-sight imaging via instrument response function deconvolution | |
Wang, Dingjie1,2; Hao, Wei1,3,4; Tian, Yuyuan1,2; Xu, Weihao1,2; Tian, Yuan1,2; Cheng, Haihao2,5; Chen, Songmao1,3,4; Zhang, Ning6; Zhu, Wen Hua7; Su, Xiuqin1,3,4![]() | |
作者部门 | 光电跟踪与测量技术研究室 |
2024-03-25 | |
发表期刊 | Optics Express
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ISSN | 10944087 |
卷号 | 32期号:7页码:12303-12317 |
产权排序 | 1 |
摘要 | Non-line-of-sight (NLOS) imaging retrieves the hidden scenes by utilizing the signals indirectly reflected by the relay wall. Benefiting from the picosecond-level timing accuracy, time-correlated single photon counting (TCSPC) based NLOS imaging can achieve theoretical spatial resolutions up to millimeter level. However, in practical applications, the total temporal resolution (also known as total time jitter, TTJ) of most current TCSPC systems exceeds hundreds of picoseconds due to the combined effects of multiple electronic devices, which restricts the underlying spatial resolution of NLOS imaging. In this paper, an instrument response function deconvolution (IRF-DC) method is proposed to overcome the constraints of a TCSPC system s TTJ on the spatial resolution of NLOS imaging. Specifically, we model the transient measurements as Poisson convolution process with the normalized IRF as convolution kernel, and solve the inverse problem with iterative deconvolution algorithm, which significantly improves the spatial resolution of NLOS imaging after reconstruction. Numerical simulations show that the IRF-DC facilitates light-cone transform and frequency-wavenumber migration solver to achieve successful reconstruction even when the system s TTJ reaches 1200 ps, which is equivalent to what was previously possible when TTJ was about 200 ps. In addition, the IRF-DC produces satisfactory reconstruction outcomes when the signal-To-noise ratio (SNR) is low. Furthermore, the effectiveness of the proposed method has also been experimentally verified. The proposed IRF-DC method is highly applicable and efficient, which may promote the development of high-resolution NLOS imaging. © 2024 Optica Publishing Group (formerly OSA). All rights reserved. |
DOI | 10.1364/OE.518767 |
收录类别 | SCI ; EI |
语种 | 英语 |
WOS记录号 | WOS:001207095200002 |
出版者 | Optica Publishing Group (formerly OSA) |
EI入藏号 | 20241415837517 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/97389 |
专题 | 光电跟踪与测量技术研究室 |
通讯作者 | Su, Xiuqin |
作者单位 | 1.Key Laboratory of Space Precision Measurement Technology, Xi an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi an; 710719, China; 2.University of Chinese Academy of Science, Beijing; 100049, China; 3.Center for Shared Technologies and Facilities, Xi an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi an; 710119, China; 4.Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao; 266237, China; 5.State Key Laboratory of Transient Optics and Photonics, Xi an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi an; 710119, China; 6.Key Laboratory of Spectral Imaging Technology, Xi an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi an; 710119, China; 7.School of Electronic and Information Engineering, Jiujiang University, Jiujiang; 332005, China |
推荐引用方式 GB/T 7714 | Wang, Dingjie,Hao, Wei,Tian, Yuyuan,et al. Enhancing the spatial resolution of time-of-flight based non-line-of-sight imaging via instrument response function deconvolution[J]. Optics Express,2024,32(7):12303-12317. |
APA | Wang, Dingjie.,Hao, Wei.,Tian, Yuyuan.,Xu, Weihao.,Tian, Yuan.,...&Su, Xiuqin.(2024).Enhancing the spatial resolution of time-of-flight based non-line-of-sight imaging via instrument response function deconvolution.Optics Express,32(7),12303-12317. |
MLA | Wang, Dingjie,et al."Enhancing the spatial resolution of time-of-flight based non-line-of-sight imaging via instrument response function deconvolution".Optics Express 32.7(2024):12303-12317. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Enhancing the spatia(13116KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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