Research on 3D imaging technology of light field based on structural light marker

被引:0
|
作者
Wu Q. [1 ,2 ]
Huang H. [1 ]
Chen S. [1 ]
Li Q. [1 ]
Chen Z. [1 ]
Lu X. [1 ]
机构
[1] College of Electronics and Information Engineering, Shenzhen University, Shenzhen
[2] College of Big Data and Internet, Shenzhen Technology University, Shenzhen
来源
| 1600年 / Chinese Society of Astronautics卷 / 49期
关键词
Four-dimensional light field; Light field imaging; Structured light projection; Three-dimensional reconstruction;
D O I
10.3378/IRLA202049.0303019
中图分类号
O43 [光学]; T [工业技术];
学科分类号
070207 ; 08 ; 0803 ;
摘要
A method for three-dimensional (3D) reconstruction from four-dimensional (4D) light fields was presented. The 4D light field image recorded the direction and intensity of all rays passing through the scene and contained useful information to estimate scene depth. Point 3D coordinates were obtained by calculating relative positional relationships between rays emitted from one point in the scene. However, it was very difficult in practice to determine these light rays from 4D light field data. The proposed method used fringe projection to mark object surfaces. Light ray information can then be accurately and quickly determined from the phase marker and 3D data calculated. The 4D light field matrix was light ray phase rather of intensity as in the conventional method and can record rays with various directions. Thus, shadow, occlusion, and surface specular reflection problems can be addressed. Feasibility and accuracy of the proposed method were verified experimentally. © 2020, Editorial Board of Journal of Infrared and Laser Engineering. All right reserved.
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相关论文
共 16 条
  • [1] Orth A., Crozier K.B., Light field moment imaging, Opt Lett, 38, 15, pp. 2666-2668, (2013)
  • [2] Wanner S., Goldluecke B., Globally consistent depth labeling of 4D light field, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 41-48, (2012)
  • [3] Luke J.P., Rosa F., Marichal-Hernandez J.G., Et al., Depth from light fields analyzing 4D local structure, Display Technology, 11, 11, pp. 900-907, (2015)
  • [4] Ng R., Levoy M., Bredif M., Et al., Light Field Photography with a Hand-Held Plenoptic Camera, pp. 1-11, (2005)
  • [5] Ng R., Fourier Slice Photography, ACM Transactions on Graphics, 24, 3, pp. 735-744, (2005)
  • [6] Lumsdaine A., Georgiev T., The focused plenoptic camera, Proceedings of the ICCP (IEEE), pp. 1-8, (2009)
  • [7] Bishop T.E., Favaro P., The light field camera: Extended depth of field, aliasing and superresolution, IEEE Trans Pattern Anal Mach Intell, 34, 5, pp. 972-986, (2017)
  • [8] Wilburn B., Joshi N., Vaish V., High performance imaging using large camera arrays, ACM Transactions on Graphics, 24, 3, pp. 765-776, (2005)
  • [9] Tao M.W., Hadap S., Malik J., Et al., Depth from combining defocus and correspondence using light-field cameras, Proceedings of IEEE International Conference on Computer Vision, pp. 673-680, (2013)
  • [10] Lin X., Wu J., Zheng G., Et al., Camera array based light field microscopy, Biomed Opt Express, 6, 9, pp. 3179-3189, (2015)