scholarly journals Adaptive compressed photon counting 3D imaging based on wavelet trees and depth map sparse representation

2016 ◽  
Vol 24 (23) ◽  
pp. 26080 ◽  
Author(s):  
Huidong Dai ◽  
Guohua Gu ◽  
Weiji He ◽  
Ling Ye ◽  
Tianyi Mao ◽  
...  
2020 ◽  
Vol 10 (6) ◽  
pp. 1930
Author(s):  
Chengkun Fu ◽  
Huaibin Zheng ◽  
Gao Wang ◽  
Yu Zhou ◽  
Hui Chen ◽  
...  

Three-dimensional (3D) imaging under the condition of weak light and low signal-to-noise ratio is a challenging task. In this paper, a 3D imaging scheme based on time-correlated single-photon counting technology is proposed and demonstrated. The 3D imaging scheme, which is composed of a pulsed laser, a scanning mirror, single-photon detectors, and a time-correlated single-photon counting module, employs time-correlated single-photon counting technology for 3D LiDAR (Light Detection and Ranging). Aided by the range-gated technology, experiments show that the proposed scheme can image the object when the signal-to-noise ratio is decreased to −13 dB and improve the structural similarity index of imaging results by 10 times. Then we prove the proposed scheme can image the object in three dimensions with a lateral imaging resolution of 512 × 512 and an axial resolution of 4.2 mm in 6.7 s. At last, a high-resolution 3D reconstruction of an object is also achieved by using the photometric stereo algorithm.


Sensors ◽  
2019 ◽  
Vol 19 (22) ◽  
pp. 4845 ◽  
Author(s):  
Yuhao Xiao ◽  
Guijin Wang ◽  
Xiaowei Hu ◽  
Chenbo Shi ◽  
Long Meng ◽  
...  

Three dimensional (3D) imaging technology has been widely used for many applications, such as human–computer interactions, making industrial measurements, and dealing with cultural relics. However, existing active methods often require both large apertures of projector and camera to maximize light throughput, resulting in a shallow working volume in which projector and camera are simultaneously in focus. In this paper, we propose a novel method to extend the working range of the structured light 3D imaging system based on the focal stack. Specifically in the case of large depth variation scenes, we first adopted the gray code method for local, 3D shape measurement with multiple focal distance settings. Then we extracted the texture map of each focus position into a focal stack to generate a global coarse depth map. Under the guidance of the global coarse depth map, the high-quality 3D shape measurement of the overall scene was obtained by local, 3D shape-measurement fusion. To validate the method, we developed a prototype system that can perform high-quality measurements in the depth range of 400 mm with a measurement error of 0.08%.


Symmetry ◽  
2020 ◽  
Vol 12 (5) ◽  
pp. 748
Author(s):  
Yulong An ◽  
Yanmei Zhang ◽  
Haichao Guo ◽  
Jing Wang

Low-cost Laser Detection and Ranging (LiDAR) is crucial to three-dimensional (3D) imaging in applications such as remote sensing, target detection, and machine vision. In conventional nonscanning time-of-flight (TOF) LiDAR, the intensity map is obtained by a detector array and the depth map is measured in the time domain which requires costly sensors and short laser pulses. To overcome such limitations, this paper presents a nonscanning 3D laser imaging method that combines compressive sensing (CS) techniques and electro-optic modulation. In this novel scheme, electro-optic modulation is applied to map the range information into the intensity of echo pulses symmetrically and the measurements of pattern projection with symmetrical structure are received by the low bandwidth detector. The 3D imaging can be extracted from two gain modulated images that are recovered by solving underdetermined inverse problems. An integrated regularization model is proposed for the recovery problems and the minimization functional model is solved by a proposed algorithm applying the alternating direction method of multiplier (ADMM) technique. The simulation results on various subrates for 3D imaging indicate that our proposed method is feasible and achieves performance improvement over conventional methods in systems with hardware limitations. This novel method will be highly valuable for practical applications with advantages of low cost and flexible structure at wavelengths beyond visible spectrum.


2013 ◽  
Author(s):  
Weiji He ◽  
Yunfei Chen ◽  
Zhuang Miao ◽  
Qian Chen ◽  
Guohua Gu ◽  
...  

2007 ◽  
Author(s):  
John J. Degnan ◽  
David Wells ◽  
Roman Machan ◽  
Edward Leventhal

2001 ◽  
Vol 12 (4) ◽  
pp. 157-168 ◽  
Author(s):  
A.M. Wallace ◽  
A.C. Walker ◽  
G.S. Buller

2013 ◽  
Vol 21 (10) ◽  
pp. 2488-2494
Author(s):  
何伟基 HE Wei-ji ◽  
司马博羽 SIMA Bo-yu ◽  
苗壮 MIAO Zhuang ◽  
陈云飞 CHEN Yun-fei ◽  
陈钱 CHEN Qian ◽  
...  

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