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Performance analysis of different pixel-wise processing methods for depth imaging with single photon detection data
Kang, Yan1,2; Li, Lifei1; Li, Dongjian1; Liu, Dawei1,2; Zhang, Tongyi1,2; Zhao, Wei1,2
作者部门瞬态光学研究室
2019
发表期刊JOURNAL OF MODERN OPTICS
ISSN0950-0340;1362-3044
页码976-985
产权排序1
摘要

We establish a long-range single photon counting three-dimensional (3D) imaging system based on cage optical structure. Five different pixel-wise processing methods for time-of-flight (TOF) photon counting data are compared with data collected by our 3D imaging system for ranges 40-700 m and a suitable representation model for photon counting data is proposed for pixel-wise processing. Experimental results show that these methods exploit the instrumental response function (IRF), yielding a high-quality 3D image. When the signal photon counts are greater than 13 per pixel, the resulting mean absolute error (MAE) values of the IRF-based methods are better than results from the non-IRF-based methods. Regarding IRF-based methods, the union of subspace (UOS) model-based approach and cross correlation are more suitable than the Markov chain Monte Carlo (MCMC) method in the condition of a small number of return signal photons. These results offer valuable information to promote the implementation of photon counting 3D imaging in real applications.

关键词LIDAR photon counting 3D imaging signal processing
DOI10.1080/09500340.2019.1596322
收录类别SCI
语种英语
WOS记录号WOS:000465775700001
出版者TAYLOR & FRANCIS LTD
引用统计
被引频次:9[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/31400
专题瞬态光学研究室
通讯作者Zhang, Tongyi
作者单位1.Chinese Acad Sci, State Key Lab Transient Opt & Photon, Xian Inst Opt & Precis Mech, Xian, Shaanxi, Peoples R China
2.Univ Chinese Acad Sci, Xian Inst Opt & Precis Mech, Beijing, Peoples R China
推荐引用方式
GB/T 7714
Kang, Yan,Li, Lifei,Li, Dongjian,et al. Performance analysis of different pixel-wise processing methods for depth imaging with single photon detection data[J]. JOURNAL OF MODERN OPTICS,2019:976-985.
APA Kang, Yan,Li, Lifei,Li, Dongjian,Liu, Dawei,Zhang, Tongyi,&Zhao, Wei.(2019).Performance analysis of different pixel-wise processing methods for depth imaging with single photon detection data.JOURNAL OF MODERN OPTICS,976-985.
MLA Kang, Yan,et al."Performance analysis of different pixel-wise processing methods for depth imaging with single photon detection data".JOURNAL OF MODERN OPTICS (2019):976-985.
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