Single-photon computational 3D imaging at 45  km

Long-range active imaging has a variety of applications in remote sensing and target recognition. Single-photon LiDAR (light detection and ranging) offers single-photon sensitivity and picosecond timing resolution, which is desirable for high-precision three-dimensional (3D) imaging over long distances. Despite important progress, further extending the imaging range presents enormous challenges because only weak echo photons return and are mixed with strong noise. Herein, we tackled these challenges by constructing a high-efficiency, low-noise confocal single-photon LiDAR system, and developing a long-range-tailored computational algorithm that provides high photon efficiency and super-resolution in the transverse domain. Using this technique, we experimentally demonstrated active single-photon 3D-imaging at a distance of up to 45 km in an urban environment, with a low return-signal level of $\sim$1 photon per pixel. Our system is feasible for imaging at a few hundreds of kilometers by refining the setup, and thus represents a significant milestone towards rapid, low-power, and high-resolution LiDAR over extra-long ranges.

[1]  Vivek K Goyal,et al.  Photon-efficient imaging with a single-photon camera , 2016, Nature Communications.

[2]  Rebecca Willett,et al.  This is SPIRAL-TAP: Sparse Poisson Intensity Reconstruction ALgorithms—Theory and Practice , 2010, IEEE Transactions on Image Processing.

[3]  Aongus McCarthy,et al.  Lidar Waveform-Based Analysis of Depth Images Constructed Using Sparse Single-Photon Data , 2015, IEEE Transactions on Image Processing.

[4]  R. Hadfield Single-photon detectors for optical quantum information applications , 2009 .

[5]  John J. Degnan,et al.  Scanning, Multibeam, Single Photon Lidars for Rapid, Large Scale, High Resolution, Topographic and Bathymetric Mapping , 2016, Remote. Sens..

[6]  Heping Zeng,et al.  Multi-beam single-photon-counting three-dimensional imaging lidar. , 2017, Optics express.

[7]  Vivek K Goyal,et al.  First-Photon Imaging , 2014, Science.

[8]  Jean-Yves Tourneret,et al.  Bayesian 3D Reconstruction of Complex Scenes from Single-Photon Lidar Data , 2018, SIAM J. Imaging Sci..

[9]  Christos Thrampoulidis,et al.  Revealing hidden scenes by photon-efficient occlusion-based opportunistic active imaging. , 2018, Optics express.

[10]  Michel J. F. Digonnet,et al.  Rare-Earth-Doped Fiber Lasers and Amplifiers, Revised and Expanded , 2001 .

[11]  Guang Wu,et al.  High-speed photon-counting laser ranging for broad range of distances , 2018, Scientific Reports.

[12]  Yu Hong,et al.  Super-resolution single-photon imaging at 8.2 kilometers. , 2020, Optics express.

[13]  G. Buller,et al.  Ranging and Three-Dimensional Imaging Using Time-Correlated Single-Photon Counting and Point-by-Point Acquisition , 2007, IEEE Journal of Selected Topics in Quantum Electronics.

[14]  W. Brockherde,et al.  CMOS Imager With 1024 SPADs and TDCs for Single-Photon Timing and 3-D Time-of-Flight , 2014, IEEE Journal of Selected Topics in Quantum Electronics.

[15]  Vivek K Goyal,et al.  Quantum-inspired computational imaging , 2018, Science.

[16]  William E. Keicher,et al.  Development of Coherent Laser Radar at Lincoln Laboratory , 2000 .

[17]  Robert W. Boyd,et al.  Imaging with a small number of photons , 2014, Nature Communications.

[18]  Aongus McCarthy,et al.  Three-dimensional single-photon imaging through obscurants. , 2019, Optics express.

[19]  Helen Amanda Fricker,et al.  The ICESat-2 Laser Altimetry Mission , 2010, Proceedings of the IEEE.

[20]  Gordon Wetzstein,et al.  Single-photon 3D imaging with deep sensor fusion , 2018, ACM Trans. Graph..

[21]  W. Wagner,et al.  Gaussian decomposition and calibration of a novel small-footprint full-waveform digitising airborne laser scanner , 2006 .

[22]  Mark R. Freeman,et al.  3D Computational Imaging with Single-Pixel Detectors , 2013 .

[23]  Graham M Gibson,et al.  Improving the signal-to-noise ratio of single-pixel imaging using digital microscanning. , 2016, Optics express.

[24]  R. Marino,et al.  Jigsaw : A Foliage-Penetrating 3 D Imaging Laser Radar System , 2004 .

[25]  Bryan S. Robinson,et al.  Overview and results of the Lunar Laser Communication Demonstration , 2014, Photonics West - Lasers and Applications in Science and Engineering.

[26]  Abderrahim Halimi,et al.  Single-photon three-dimensional imaging at up to 10 kilometers range. , 2017, Optics express.

[27]  Brent Schwarz,et al.  LIDAR: Mapping the world in 3D , 2010 .

[28]  Charles Saunders,et al.  Computational periscopy with an ordinary digital camera , 2019, Nature.

[29]  Vivek K. Goyal,et al.  A Few Photons Among Many: Unmixing Signal and Noise for Photon-Efficient Active Imaging , 2016, IEEE Transactions on Computational Imaging.

[30]  G. Buller,et al.  Kilometer-range, high resolution depth imaging via 1560 nm wavelength single-photon detection. , 2013, Optics express.

[31]  Gordon Wetzstein,et al.  Confocal non-line-of-sight imaging based on the light-cone transform , 2018, Nature.

[32]  Feng Zhu,et al.  Long-range depth imaging using a single-photon detector array and non-local data fusion , 2018, Scientific Reports.

[33]  Andrew M. Wallace,et al.  Bayesian Analysis of Lidar Signals with Multiple Returns , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[34]  Andrew J. Waddie,et al.  High concentration factor diffractive microlenses integrated with CMOS single-photon avalanche diode detector arrays for fill-factor improvement , 2020, Applied optics.

[35]  R. Raskar,et al.  Recovering three-dimensional shape around a corner using ultrafast time-of-flight imaging , 2012, Nature Communications.

[36]  Robert Henderson,et al.  Detection and tracking of moving objects hidden from view , 2015, Nature Photonics.

[37]  R. Collins,et al.  Long-range time-of-flight scanning sensor based on high-speed time-correlated single-photon counting. , 2009, Applied optics.

[38]  William Eugene Carter,et al.  Geodetic imaging with airborne LiDAR: the Earth's surface revealed , 2013, Reports on progress in physics. Physical Society.

[39]  Edoardo Charbon,et al.  Single-photon avalanche diode imagers in biophotonics: review and outlook , 2019, Light: Science & Applications.

[40]  Jun Zhang,et al.  Fully integrated free-running InGaAs/InP single-photon detector for accurate lidar applications. , 2017, Optics express.

[41]  J W Head,et al.  Topography of the northern hemisphere of Mars from the Mars Orbiter Laser Altimeter. , 1998, Science.

[42]  Vivek K. Goyal,et al.  Photon-Efficient Computational 3-D and Reflectivity Imaging With Single-Photon Detectors , 2014, IEEE Transactions on Computational Imaging.

[43]  Lu Zhang,et al.  Superconducting nanowire single photon detector at 532 nm and demonstration in satellite laser ranging. , 2016, Optics express.

[44]  Vivek K. Goyal,et al.  Photon-efficient super-resolution laser radar , 2017, Optical Engineering + Applications.

[45]  R. Henderson,et al.  Edinburgh Research Explorer A Low Dark Count Single Photon Avalanche Diode Structure Compatible with Standard Nanometer Scale CMOS Technology , 2009 .

[46]  Vivek K Goyal,et al.  Computational multi-depth single-photon imaging. , 2016, Optics express.