采用飞行时间相机的瞬态成像及其应用

林靖宇; 吴日辉; 王宏漫; 刘烨斌

doi:10.1631/FITEE.1700556

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采用飞行时间相机的瞬态成像及其应用

计算摄像学专题 | Updated：2022-05-19

- 采用飞行时间相机的瞬态成像及其应用
- Transient imaging with a time-of-flight camera and its applications
- 信息与电子工程前沿（英文） 2017年18卷第9期页码：1268-1276
- Affiliations：
  
  College of Electrical Engineering, Guangxi University, Nanning 530004, China
  University of Chinese Academy of Sciences, Beijing 100049, China
  School of Computer and Information Technology, Liaoning Normal University, Dalian 116029, China
  Department of Automation, Tsinghua University, Beijing 10084, China
- Author bio：
  
  [ "LIN Jing-yu, E-mail: jylin@gxu.edu.cn" ]
  Ye-bin LIU, E-mail: liuyebin@tsinghua.edu.cn
- Funds：
  
  Project supported by the National Natural Science Foundation of China (Nos. 61561005 and 61531014), the National Key Foundation for Exploring Scientific Instrument (No. 2013YQ140517), and the Natural Science Foundation of Guangxi Province, China (No. 2015GXNSFAA139284)
- DOI：10.1631/FITEE.1700556
  中图分类号： TP37
- 收稿：2017-08-23，
  
  修回：2017-;9-30，
  
  纸质出版：2017-09
- Accepted：
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林靖宇, 吴日辉, 王宏漫, 等. 采用飞行时间相机的瞬态成像及其应用[J]. 信息与电子工程前沿（英文）, 2017,18(9):1268-1276.

Jing-yu LIN, Ri-hui WU, Hong-man WANG, et al. Transient imaging with a time-of-flight camera and its applications[J]. Frontiers of Information Technology & Electronic Engineering, 2017, 18(9): 1268-1276.
林靖宇, 吴日辉, 王宏漫, 等. 采用飞行时间相机的瞬态成像及其应用[J]. 信息与电子工程前沿（英文）, 2017,18(9):1268-1276. DOI： 10.1631/FITEE.1700556.

Jing-yu LIN, Ri-hui WU, Hong-man WANG, et al. Transient imaging with a time-of-flight camera and its applications[J]. Frontiers of Information Technology & Electronic Engineering, 2017, 18(9): 1268-1276. DOI： 10.1631/FITEE.1700556.

摘要

瞬态成像是一种记录光从开始照射直到稳定状态全过程的摄像技术，这使得光速量级的事件可以被观测。介绍了采用飞行时间（time-of-flight

ToF）相机进行瞬态成像的三种数学模型，即相关函数模型、频域模型和压缩感知模型。瞬态图像应用主要基于光传输解析和不同光路光线分离。讨论了两种应用，即对散射介质内的物体进行成像和恢复被拐角遮挡物体的形状和纹理。

Abstract

Transient imaging is a technique in photography that records the process of light propagation before it reaches a stationary state such that events at the light speed level can be observed. In this review we introduce three main models for transient imaging with a time-of-flight (ToF) camera: correlation model

frequency-domain model

and compressive sensing model. Transient imaging applications usually involve resolving the problem of light transport and separating the light rays arriving along different paths. We discuss two of the applications: imaging objects inside scattering media and recovering both the shape and texture of an object around a corner.

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references

A. Bhandari , , , R. Raskar . . Signal processing for time-of-flight imaging sensors: an introduction to inverse problems in computational 3-D imaging . . IEEE Signal Process. Mag. , , 2016 . . 33 ( ( 5 ): ): 45 - - 58 . . DOI: 10.1109/MSP.2016.2582218 http://doi.org/10.1109/MSP.2016.2582218 . .

A. Bhandari , , , M. Feigin , , , S. Izadi , , , 等 . . Resolving multipath interference in Kinect: an inverse problem approach . . Proc. IEEE Sensors , , 2014 . . p.614 - - 617 . . DOI: 10.1109/ICSENS.2014.6985073 http://doi.org/10.1109/ICSENS.2014.6985073 . .

F. Heide , , , M.B. Hullin , , , J. Gregson , , , 等 . . Low-budget transient imaging using photonic mixer devices . . ACM Trans. Graph. , , 2013 . . 32 ( ( 4 ): ): Article 45 DOI: 10.1145/2461912.2461945 http://doi.org/10.1145/2461912.2461945 . .

F. Heide , , , L. Xiao , , , W. Heidrich , , , 等 . . Diffuse mirrors: 3D reconstruction from diffuse indirect illumination using inexpensive time-of-flight sensors . . Proc. IEEE Conf. on Computer Vision and Pattern Recognition , , 2014 . . p.3222 - - 3229 . . DOI: 10.1109/CVPR.2014.418 http://doi.org/10.1109/CVPR.2014.418 . .

A. Kadambi , , , R. Whyte , , , A. Bhandari , , , 等 . . Coded time of flight cameras: sparse deconvolution to address multipath interference and recover time profiles . . ACM Trans. Graph. , , 2013 . . 32 ( ( 6 ): ): Article 167 DOI: 10.1145/2508363.2508428 http://doi.org/10.1145/2508363.2508428 . .

A. Kirmani , , , T. Hutchison , , , J. Davis , , , 等 . . Looking around the corner using transient imaging . . Proc. IEEE 12th Int. Conf. on Computer Vision , , 2009 . . p.159 - - 166 . . DOI: 10.1109/ICCV.2009.5459160 http://doi.org/10.1109/ICCV.2009.5459160 . .

J.Y. Lin , , , Y.B. Liu , , , M.B. Hullin , , , 等 . . Fourier analysis on transient imaging with a multifrequency time-of-flight camera . . Proc. IEEE Conf. on Computer Vision and Pattern Recognition , , 2014 . . p.3230 - - 3237 . . DOI: 10.1109/CVPR.2014.419 http://doi.org/10.1109/CVPR.2014.419 . .

J.Y. Lin , , , Y.B. Liu , , , J.L. Suo , , , 等 . . Frequency-domain transient imaging . . IEEE Trans. Patt. Anal. Mach. Intell. , , 2017 . . 39 ( ( 5 ): ): 937 - - 950 . . DOI: 10.1109/TPAMI.2016.2560814 http://doi.org/10.1109/TPAMI.2016.2560814 . .

T. Nishita , , , Y. Miyawaki , , , E. Nakamae . . A shading model for atmospheric scattering considering luminous intensity distribution of light sources . . ACM SIGGRAPH Comput. Graph. , , 1987 . . 21 ( ( 4 ): ): 303 - - 310 . . DOI: 10.1145/37402.37437 http://doi.org/10.1145/37402.37437 . .

C. Peters , , , J. Klein , , , M.B. Hullin , , , 等 . . Solving trigonometric moment problems for fast transient imaging . . ACM Trans. Graph. , , 2015 . . 34 ( ( 6 ): ): Article 220 DOI: 10.1145/2816795.2818103 http://doi.org/10.1145/2816795.2818103 . .

H. Qiao , , , J.Y. Lin , , , Y.B. Liu , , , 等 . . Resolving transient time profile in ToF imaging via log-sum sparse regularization . . Opt. Lett. , , 2015 . . 40 ( ( 6 ): ): 918 - - 921 . . DOI: 10.1364/OL.40.000918 http://doi.org/10.1364/OL.40.000918 . .

H. Shim , , , S. Lee . . Recovering translucent objects using a single time-of-flight depth camera . . IEEE Trans. Circ. Syst. Video Technol. , , 2016 . . 26 ( ( 5 ): ): 841 - - 854 . . DOI: 10.1109/TCSVT.2015.2397231 http://doi.org/10.1109/TCSVT.2015.2397231 . .

J.A. Tropp , , , A.C. Gilbert . . Signal recovery from random measurements via orthogonal matching pursuit . . IEEE Trans. Inform. Theory , , 2007 . . 53 ( ( 12 ): ): 4655 - - 4666 . . DOI: 10.1109/TIT.2007.909108 http://doi.org/10.1109/TIT.2007.909108 . .

A. Velten , , , D. Wu , , , A. Jarabo , , , 等 . . Femto-photography: capturing and visualizing the propagation of light . . ACM Trans. Graph. , , 2013 . . 32 ( ( 4 ): ): Article 44 DOI: 10.1145/2461912.2461928 http://doi.org/10.1145/2461912.2461928 . .

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