journal article·2023-04-01Open access

Snapshot dual-view 3D imaging

Chao Ji, Mengyan Fang, Liwei Xin, Kai He, Yahui Li, Xing Wang, Jinshou Tian

AIP Advances· Volume 13· Issue 4

Abstract

Multi-view 3D imaging is an indispensable imaging method for self-driving, 3D modeling, and other fields. However, there remains a scarcity of fast and efficient multi-view 3D imaging methods. In the present study, a snapshot dual-view 3D imaging setup based on the Coded Aperture Imaging method was introduced and experimentally demonstrated. The proposed method can simultaneously obtain 3D information from different views by means of a streak camera and two independent masks. Compared with traditional 3D imaging technology, our technique can meet the integrity and real-time requirements of 3D imaging while reducing the hardware cost of existing multi-view imaging methods.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Advanced Optical Sensing Technologies · Random lasers and scattering media · Advanced Optical Imaging Technologies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Key Laboratory of Ultra-fast Photoelectric Diagnostics Technology, Xi’an Institute of Optics and Precision Mechanics (XIOPM), Chinese Academy of Sciences (CAS) 1 , Xi’an, Shaanxi 710119, China

University of Chinese Academy of Sciences 2 , Beijing 100049, China

Rocket Force University of Engineering 3 , Xi’an, Shaanxi 710025, China

State Key Laboratory of Transient Optics and Photonics, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences 4 , Xi’an, Shaanxi 710119, China

Funding

The Scientific Instrument Developing Project of the Chinese Academy of Sciences · National Natural Science Foundation of China · Youth Innovation Promotion Association of the Chinese Academy of Sciences · Rising Research Star of Shaanxi Province

References (51)

Show source-provided references
1. Relations as context to improve multi-target tracking and activity recognition
2. Lidar for Autonomous Driving: The principles, challenges, and trends for automotive lidar and perception systems10.1109/msp.2020.2973615 ↗
3. Automotive LiDAR technology: A survey10.1109/TITS.2021.3086804 ↗
4. 3D printing based on imaging data: Review of medical applications10.1007/s11548-010-0476-x ↗
5. An overview on 3D printing technology: Technological, materials, and applications10.1016/j.promfg.2019.06.089 ↗
6. Reciprocal 360-deg 3D light-field image acquisition and display system [Invited]10.1364/JOSAA.36.000A77 ↗
7. High-contrast phase imaging based on nonlinear holographic hot image model10.1063/5.0089116 ↗
8. Use of LIDAR in landslide investigations: A review10.1007/s11069-010-9634-2 ↗
9. Digital holography and 3D imaging 2020: Introduction to the feature issue10.1364/josaa.419210 ↗
10. 3D spatial resolution characterization for volumetric computed tomography10.1063/5.0083880 ↗
11. An automated 3D visible light stereolithography platform for hydrogel-based micron-sized structures10.1063/1.5097001 ↗
12. Analysis of 3D scan measurement distribution with application to a multi-beam lidar on a rotating platform10.3390/s18020395 ↗
13. The meaning of time-resolved Thomson scattering spectrum output from a grating spectrometer10.1063/5.0017001 ↗
14. Room temperature continuous frequency tuning InGaAs/InP single-photon detector10.1063/1.5030141 ↗
15. Compressive coded aperture imaging10.1117/12.803795 ↗
16. Metamaterial apertures for computational imaging10.1126/science.1230054 ↗
17. Single-shot compressed ultrafast photography at one hundred billion frames per second10.1038/nature14005 ↗
18. Single-shot compressed ultrafast photography: A review10.1117/1.ap.2.1.014003 ↗
19. Single-pixel imaging via compressive sampling10.1109/msp.2007.914730 ↗
20. Coded aperture compressive temporal imaging10.1364/oe.21.010526 ↗
21. 2021 · 2672
22. Compressed ultrafast spectral-temporal photography10.1103/physrevlett.122.193904 ↗
23. Compressive coded aperture spectral imaging: An introduction10.1109/msp.2013.2278763 ↗
24. Space- and intensity-constrained reconstruction for compressed ultrafast photography10.1364/optica.3.000694 ↗
25. Compressive imaging for video representation and coding
26. A compact large-format streak tube for imaging lidar10.1063/1.5024269 ↗
27. 100 000 frames/s 64 × 32 single-photon detector array for 2-D imaging and 3-D ranging10.1109/jstqe.2014.2341562 ↗
28. Coded-pulse-bunch-laser-based single-photon lidar for fast long-distance ranging10.1364/josaa.445726 ↗
29. Single-shot real-time femtosecond imaging of temporal focusing10.1038/s41377-018-0044-7 ↗
30. Encrypted three-dimensional dynamic imaging using snapshot time-of-flight compressed ultrafast photography10.1038/srep15504 ↗
31. A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration10.1109/tip.2007.909319 ↗
32. Generalized alternating projection based total variation minimization for compressive sensing
33. High precision reconstruction for compressed femtosecond dynamics images based on the TVAL3 algorithm10.1364/ome.468475 ↗
34. Compressed fluorescence lifetime imaging via combined TV-based and deep priors10.1371/journal.pone.0271441 ↗
35. Reconstruction of compressed video via non-convex minimization10.1063/5.0022860 ↗
36. Total variation and block-matching 3D filtering-based image reconstruction for single-shot compressed ultrafast photography10.1016/j.optlaseng.2020.106475 ↗
37. Rank minimization for snapshot compressive imaging10.1109/tpami.2018.2873587 ↗
38. Using deep neural networks for inverse problems in imaging: Beyond analytical methods10.1109/msp.2017.2760358 ↗
39. Deep fully-connected networks for video compressive sensing10.1016/j.dsp.2017.09.010 ↗
40. End-to-end low cost compressive spectral imaging with spatial-spectral self-attention10.1007/978-3-030-58592-1_12 ↗
41. Plug-and-play methods provably converge with properly trained denoisers
42. High-fidelity image reconstruction for compressed ultrafast photography via an augmented-Lagrangian and deep-learning hybrid algorithm10.1364/prj.410018 ↗
43. Snapshot compressive imaging: Theory, algorithms, and applications10.1109/MSP.2020.3023869 ↗
44. FastDVDnet: Towards real-time deep video denoising without flow estimation10.1109/CVPR42600.2020.00143 ↗
45. FFDNet: Toward a fast and flexible solution for CNN based image denoising10.1109/tip.2018.2839891 ↗
46. Small-size streak tube with high edge spatial resolution10.1016/j.ijleo.2021.166791 ↗
47. Design of a large-format high-resolution streak camera with a planar photocathode10.1016/j.nima.2019.163076 ↗
48. Multispectral compressive fluorescence lifetime imaging microscopy with a SPAD array detector10.1364/ol.419381 ↗
49. Novel time-resolved camera based on compressed sensing10.1364/oe.27.031889 ↗
50. Brown · 2022 · 3
51. Real-time streaming video denoising with bidirectional buffers