Compact light field photography towards versatile three-dimensional vision

被引:19
作者
Feng, Xiaohua [1 ]
Ma, Yayao [2 ]
Gao, Liang [2 ]
机构
[1] Res Ctr Humanoid Sensing, Zhejiang Lab, Hangzhou, Peoples R China
[2] Univ Calif Los Angeles, Dept Bioengn, Los Angeles, CA 90095 USA
关键词
SINGLE-SHOT; CAMERA; DEPTH;
D O I
10.1038/s41467-022-31087-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Inspired by natural living systems, modern cameras can attain three-dimensional vision via multi-view geometry like compound eyes in flies, or time-of-flight sensing like echolocation in bats. However, high-speed, accurate three-dimensional sensing capable of scaling over an extensive distance range and coping well with severe occlusions remains challenging. Here, we report compact light field photography for acquiring large-scale light fields with simple optics and a small number of sensors in arbitrary formats ranging from two-dimensional area to single-point detectors, culminating in a dense multi-view measurement with orders of magnitude lower dataload. We demonstrated compact light field photography for efficient multi-view acquisition of time-of-flight signals to enable snapshot three-dimensional imaging with an extended depth range and through severe scene occlusions. Moreover, we show how compact light field photography can exploit curved and disconnected surfaces for real-time non-line-of-sight 3D vision. Compact light field photography will broadly benefit high-speed 3D imaging and open up new avenues in various disciplines. Light field imaging typically requires large format detectors and yet often compromises resolution or speed. Here, compact light field photography is presented to lift both restrictions to see through and around severe occlusions in 3D and real time.
引用
收藏
页数:10
相关论文
共 51 条
[1]  
[Anonymous], agement Reviews
[2]  
Antipa N, 2016, IEEE INT CONF COMPUT, P134
[3]   DiffuserCam: lensless single-exposure 3D imaging [J].
Antipa, Nick ;
Kuo, Grace ;
Heckel, Reinhard ;
Mildenhall, Ben ;
Bostan, Emrah ;
Ng, Ren ;
Waller, Laura .
OPTICA, 2018, 5 (01) :1-9
[4]   Multiscale gigapixel photography [J].
Brady, D. J. ;
Gehm, M. E. ;
Stack, R. A. ;
Marks, D. L. ;
Kittle, D. S. ;
Golish, D. R. ;
Vera, E. M. ;
Feller, S. D. .
NATURE, 2012, 486 (7403) :386-389
[5]   Single-photon avalanche diode imagers in biophotonics: review and outlook [J].
Bruschini, Claudio ;
Homulle, Harald ;
Antolovic, Ivan Michel ;
Burri, Samuel ;
Charbon, Edoardo .
LIGHT-SCIENCE & APPLICATIONS, 2019, 8 (1)
[6]   Lensless light-field imaging through diffuser encoding [J].
Cai, Zewei ;
Chen, Jiawei ;
Pedrini, Giancarlo ;
Osten, Wolfgang ;
Liu, Xiaoli ;
Peng, Xiang .
LIGHT-SCIENCE & APPLICATIONS, 2020, 9 (01)
[7]   Variable Aperture Light Field Photography: Overcoming the Diffraction-limited Spatio-angular Resolution Tradeoff [J].
Chang, Julie ;
Kauvar, Isaac ;
Hu, Xuemei ;
Wetzstein, Gordon .
2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2016, :3737-3745
[8]   A Wide-Field-of-View Monocentric Light Field Camera [J].
Dansereau, Donald G. ;
Schuster, Glenn ;
Ford, Joseph ;
Wetzstein, Gordon .
30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017), 2017, :3757-3766
[9]   Single-Photon Detectors: From Traditional PMT to Solid-State SPAD-Based Technology [J].
Donati, Silvano ;
Tambosso, Tiziana .
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS, 2014, 20 (06) :204-211
[10]   EXTENDED DEPTH OF FIELD THROUGH WAVE-FRONT CODING [J].
DOWSKI, ER ;
CATHEY, WT .
APPLIED OPTICS, 1995, 34 (11) :1859-1866