High-speed compressive range imaging based on active illumination

被引:33
作者
Sun, Yangyang [1 ]
Yuan, Xin [2 ]
Pang, Shuo [1 ]
机构
[1] Univ Cent Florida, Coll Opt & Photon CREOL, 4304 Scorpius St, Orlando, FL 32816 USA
[2] Nokia, Bell Labs, 600 Mt Ave, Murray Hill, NJ 07974 USA
关键词
VIDEO;
D O I
10.1364/OE.24.022836
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We report a compressive imaging method based on active illumination, which reconstructs a 3D scene at a frame rate beyond the acquisition speed limit of the camera. We have built an imaging prototype that projects temporally varying illumination pattern and demonstrated a joint reconstruction algorithm that iteratively retrieves both the range and high-temporal-frequency information from the 2D low-frame rate measurement. The reflectance and depth-map videos have been reconstructed at 1000 frames per second (fps) from the measurement captured at 200 fps. The range resolution is in agreement with the resolution calculated from the triangulation methods based on the same system geometry. We expect such an imaging method could become a simple solution to a wide range of applications, including industrial metrology, 3D printing, and vehicle navigations. (C) 2016 Optical Society of America
引用
收藏
页码:22836 / 22846
页数:11
相关论文
共 18 条
[1]  
Besl P. J., 1988, Machine Vision and Applications, V1, P127, DOI 10.1007/BF01212277
[2]   Review of 20 years of range sensor development [J].
Blais, F .
JOURNAL OF ELECTRONIC IMAGING, 2004, 13 (01) :231-243
[3]   High resolution 3-dimensional documentation of archaeological monuments & landscapes using airborne LiDAR [J].
Corns, Anthony ;
Shaw, Robert .
JOURNAL OF CULTURAL HERITAGE, 2009, 10 :E72-E77
[4]   Compressed sensing [J].
Donoho, DL .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (04) :1289-1306
[5]   A NEW MICROSCOPIC PRINCIPLE [J].
GABOR, D .
NATURE, 1948, 161 (4098) :777-778
[6]  
Hebert M., 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065), P102, DOI 10.1109/ROBOT.2000.844046
[7]   Image translation for single-shot focal tomography [J].
Llull, Patrick ;
Yuan, Xin ;
Carin, Lawrence ;
Brady, David J. .
OPTICA, 2015, 2 (09) :822-825
[8]   Coded aperture compressive temporal imaging [J].
Llull, Patrick ;
Liao, Xuejun ;
Yuan, Xin ;
Yang, Jianbo ;
Kittle, David ;
Carin, Lawrence ;
Sapiro, Guillermo ;
Brady, David J. .
OPTICS EXPRESS, 2013, 21 (09) :10526-10545
[9]   High-efficiency rotating point spread functions [J].
Pavani, Sri Rama Prasanna ;
Piestun, Rafael .
OPTICS EXPRESS, 2008, 16 (05) :3484-3489
[10]   3D printing based on imaging data: review of medical applications [J].
Rengier, F. ;
Mehndiratta, A. ;
von Tengg-Kobligk, H. ;
Zechmann, C. M. ;
Unterhinninghofen, R. ;
Kauczor, H. -U. ;
Giesel, F. L. .
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2010, 5 (04) :335-341