High-Flux Fast Photon-Counting 3D Imaging Based on Empirical Depth Error Correction
The time-correlated single-photon-counting (TCSPC) three-dimensional (3D) imaging lidar system has broad application prospects in the field of low-light 3D imaging because of its single-photon detection sensitivity and picoseconds temporal resolution. However, conventional TCSPC systems always limit...
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| Format: | Article |
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MDPI AG
2023-11-01
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| Series: | Photonics |
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| Online Access: | https://www.mdpi.com/2304-6732/10/12/1304 |
| _version_ | 1827573770704912384 |
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| author | Xiaofang Wang Tongyi Zhang Yan Kang Weiwei Li Jintao Liang |
| author_facet | Xiaofang Wang Tongyi Zhang Yan Kang Weiwei Li Jintao Liang |
| author_sort | Xiaofang Wang |
| collection | DOAJ |
| description | The time-correlated single-photon-counting (TCSPC) three-dimensional (3D) imaging lidar system has broad application prospects in the field of low-light 3D imaging because of its single-photon detection sensitivity and picoseconds temporal resolution. However, conventional TCSPC systems always limit the echo photon flux to an ultra-low level to obtain high-accuracy depth images, thus needing to spend amounts of acquisition time to accumulate sufficient photon detection events to form a reliable histogram. When the echo photon flux is increased to medium or even high, the data acquisition time can be shortened, but the photon pile-up effect can seriously distort the photon histogram and cause depth errors. To realize high accuracy TCSPC depth imaging with a shorter acquisition time, we propose a high-flux fast photon-counting 3D imaging method based on empirical depth error correction. First, we derive the photon flux estimation formula and calculate the depth error of our photon-counting lidar under different photon fluxes with experimental data. Then, a function correction model between the depth errors and the number of echo photons is established by numerical fitting. Finally, the function correction model is used to correct depth images at high photon flux with different acquisition times. Experimental results show that the empirical error correction method can shorten the image acquisition time by about one order of magnitude while ensuring a moderate accuracy of the depth image. |
| first_indexed | 2024-03-08T20:25:58Z |
| format | Article |
| id | doaj.art-5a554a1b19c9481998978fe5d4cc5f91 |
| institution | Directory Open Access Journal |
| issn | 2304-6732 |
| language | English |
| last_indexed | 2024-03-08T20:25:58Z |
| publishDate | 2023-11-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Photonics |
| spelling | doaj.art-5a554a1b19c9481998978fe5d4cc5f912023-12-22T14:32:42ZengMDPI AGPhotonics2304-67322023-11-011012130410.3390/photonics10121304High-Flux Fast Photon-Counting 3D Imaging Based on Empirical Depth Error CorrectionXiaofang Wang0Tongyi Zhang1Yan Kang2Weiwei Li3Jintao Liang4State Key Laboratory of Transient Optics and Photonics, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an 710119, ChinaState Key Laboratory of Transient Optics and Photonics, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an 710119, ChinaState Key Laboratory of Transient Optics and Photonics, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an 710119, ChinaState Key Laboratory of Transient Optics and Photonics, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an 710119, ChinaState Key Laboratory of Transient Optics and Photonics, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an 710119, ChinaThe time-correlated single-photon-counting (TCSPC) three-dimensional (3D) imaging lidar system has broad application prospects in the field of low-light 3D imaging because of its single-photon detection sensitivity and picoseconds temporal resolution. However, conventional TCSPC systems always limit the echo photon flux to an ultra-low level to obtain high-accuracy depth images, thus needing to spend amounts of acquisition time to accumulate sufficient photon detection events to form a reliable histogram. When the echo photon flux is increased to medium or even high, the data acquisition time can be shortened, but the photon pile-up effect can seriously distort the photon histogram and cause depth errors. To realize high accuracy TCSPC depth imaging with a shorter acquisition time, we propose a high-flux fast photon-counting 3D imaging method based on empirical depth error correction. First, we derive the photon flux estimation formula and calculate the depth error of our photon-counting lidar under different photon fluxes with experimental data. Then, a function correction model between the depth errors and the number of echo photons is established by numerical fitting. Finally, the function correction model is used to correct depth images at high photon flux with different acquisition times. Experimental results show that the empirical error correction method can shorten the image acquisition time by about one order of magnitude while ensuring a moderate accuracy of the depth image.https://www.mdpi.com/2304-6732/10/12/1304photon countingdepth imagingdepth error correctionhigh-flux |
| spellingShingle | Xiaofang Wang Tongyi Zhang Yan Kang Weiwei Li Jintao Liang High-Flux Fast Photon-Counting 3D Imaging Based on Empirical Depth Error Correction Photonics photon counting depth imaging depth error correction high-flux |
| title | High-Flux Fast Photon-Counting 3D Imaging Based on Empirical Depth Error Correction |
| title_full | High-Flux Fast Photon-Counting 3D Imaging Based on Empirical Depth Error Correction |
| title_fullStr | High-Flux Fast Photon-Counting 3D Imaging Based on Empirical Depth Error Correction |
| title_full_unstemmed | High-Flux Fast Photon-Counting 3D Imaging Based on Empirical Depth Error Correction |
| title_short | High-Flux Fast Photon-Counting 3D Imaging Based on Empirical Depth Error Correction |
| title_sort | high flux fast photon counting 3d imaging based on empirical depth error correction |
| topic | photon counting depth imaging depth error correction high-flux |
| url | https://www.mdpi.com/2304-6732/10/12/1304 |
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