Abstract

We performed electroholography of real scenes using an RGB-D camera. With the image (RGB) and depth (D) data of 1,920 $\times$ 1,080 pixels and 512 $\times$ 424 pixels, respectively, acquired using an RGB-D camera, we reconstructed a three-dimensional image based on a point-cloud model to generate the hologram. For reconstruction of the hologram, we used a liquid crystal display with a resolution of 1,920 $\times$ 1,080 pixels at a pixel pitch of ${8.0}\,{\mu\textrm{m}}$ as a spatial light modulator. The amount of information for input data acquired by RGB-D camera becomes large with respect to the spatial light modulator, affecting the image quality of the reconstructed image. In addition, real-time reconstruction becomes difficult. In this study, we reduced the amount of information for input data by downsampling the three-dimensional image data obtained using the RGB-D camera in a lattice pattern and evaluated the reconstructed image from the hologram.

© 2019 Optical Society of America under the terms of the OSA Open Access Publishing Agreement

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References

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    [Crossref]
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    [Crossref]
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    [Crossref]
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2018 (3)

H. Sato, T. Kakue, Y. Ichihashi, Y. Endo, K. Wakunami, R. Oi, K. Yamamoto, H. Nakayama, T. Shimobaba, and T. Ito, “Real-time colour hologram generation based on ray-sampling plane with multi-gpu acceleration,” Sci. Rep. 8(1), 1500 (2018).
[Crossref]

T. Sugie, T. Akamatsu, T. Nishitsuji, R. Hirayama, N. Masuda, H. Nakayama, Y. Ichihashi, A. Shiraki, M. Oikawa, N. Takada, , et al., “High-performance parallel computing for next-generation holographic imaging,” Nat. Electron. 1(4), 254–259 (2018).
[Crossref]

Y. Yamamoto, H. Nakayama, N. Takada, T. Nishitsuji, T. Sugie, T. Kakue, T. Shimobaba, and T. Ito, “Large-scale electroholography by horn-8 from a point-cloud model with 400,000 points,” Opt. Express 26(26), 34259–34265 (2018).
[Crossref]

2015 (2)

Y. Ogihara and Y. Sakamoto, “Fast calculation method of a cgh for a patch model using a point-based method,” Appl. Opt. 54(1), A76–A83 (2015).
[Crossref]

D. Hiyama, T. Shimobaba, T. Kakue, and T. Ito, “Acceleration of color computer-generated hologram from rgb–d images using color space conversion,” Opt. Commun. 340, 121–125 (2015).
[Crossref]

2014 (1)

2013 (3)

2006 (1)

2005 (1)

2001 (1)

T. Shimobaba and T. Ito, “An efficient computational method suitable for hardware of computer-generated hologram with phase computation by addition,” Comput. Phys. Commun. 138(1), 44–52 (2001).
[Crossref]

1990 (1)

P. St-Hilaire, S. A. Benton, M. E. Lucente, J. K. Mary Lou Jepsen, H. Yoshikawa, and J. S. Underkoffler, “Electronic display system for computational holography,” Proc.SPIE 1212, 174–182 (1990).
[Crossref]

1969 (1)

L. Lesem, P. Hirsch, and J. Jordan, “The kinoform: a new wavefront reconstruction device,” IBM J. Res. Dev. 13(2), 150–155 (1969).
[Crossref]

1908 (1)

G. Lippmann, “Epreuves reversibles photographies integrals,” Comptes-Rendus Academie des Sciences 146, 446–451 (1908).

Akamatsu, T.

T. Sugie, T. Akamatsu, T. Nishitsuji, R. Hirayama, N. Masuda, H. Nakayama, Y. Ichihashi, A. Shiraki, M. Oikawa, N. Takada, , et al., “High-performance parallel computing for next-generation holographic imaging,” Nat. Electron. 1(4), 254–259 (2018).
[Crossref]

Arai, J.

Benton, S. A.

P. St-Hilaire, S. A. Benton, M. E. Lucente, J. K. Mary Lou Jepsen, H. Yoshikawa, and J. S. Underkoffler, “Electronic display system for computational holography,” Proc.SPIE 1212, 174–182 (1990).
[Crossref]

Endo, Y.

H. Sato, T. Kakue, Y. Ichihashi, Y. Endo, K. Wakunami, R. Oi, K. Yamamoto, H. Nakayama, T. Shimobaba, and T. Ito, “Real-time colour hologram generation based on ray-sampling plane with multi-gpu acceleration,” Sci. Rep. 8(1), 1500 (2018).
[Crossref]

Gil, S.-K.

Hirayama, R.

T. Sugie, T. Akamatsu, T. Nishitsuji, R. Hirayama, N. Masuda, H. Nakayama, Y. Ichihashi, A. Shiraki, M. Oikawa, N. Takada, , et al., “High-performance parallel computing for next-generation holographic imaging,” Nat. Electron. 1(4), 254–259 (2018).
[Crossref]

Hirsch, P.

L. Lesem, P. Hirsch, and J. Jordan, “The kinoform: a new wavefront reconstruction device,” IBM J. Res. Dev. 13(2), 150–155 (1969).
[Crossref]

Hiura, H.

Hiyama, D.

D. Hiyama, T. Shimobaba, T. Kakue, and T. Ito, “Acceleration of color computer-generated hologram from rgb–d images using color space conversion,” Opt. Commun. 340, 121–125 (2015).
[Crossref]

Ichihashi, Y.

H. Sato, T. Kakue, Y. Ichihashi, Y. Endo, K. Wakunami, R. Oi, K. Yamamoto, H. Nakayama, T. Shimobaba, and T. Ito, “Real-time colour hologram generation based on ray-sampling plane with multi-gpu acceleration,” Sci. Rep. 8(1), 1500 (2018).
[Crossref]

T. Sugie, T. Akamatsu, T. Nishitsuji, R. Hirayama, N. Masuda, H. Nakayama, Y. Ichihashi, A. Shiraki, M. Oikawa, N. Takada, , et al., “High-performance parallel computing for next-generation holographic imaging,” Nat. Electron. 1(4), 254–259 (2018).
[Crossref]

Ichikawa, T.

Ito, T.

Y. Yamamoto, H. Nakayama, N. Takada, T. Nishitsuji, T. Sugie, T. Kakue, T. Shimobaba, and T. Ito, “Large-scale electroholography by horn-8 from a point-cloud model with 400,000 points,” Opt. Express 26(26), 34259–34265 (2018).
[Crossref]

H. Sato, T. Kakue, Y. Ichihashi, Y. Endo, K. Wakunami, R. Oi, K. Yamamoto, H. Nakayama, T. Shimobaba, and T. Ito, “Real-time colour hologram generation based on ray-sampling plane with multi-gpu acceleration,” Sci. Rep. 8(1), 1500 (2018).
[Crossref]

D. Hiyama, T. Shimobaba, T. Kakue, and T. Ito, “Acceleration of color computer-generated hologram from rgb–d images using color space conversion,” Opt. Commun. 340, 121–125 (2015).
[Crossref]

N. Masuda, T. Ito, T. Tanaka, A. Shiraki, and T. Sugie, “Computer generated holography using a graphics processing unit,” Opt. Express 14(2), 603–608 (2006).
[Crossref]

T. Shimobaba and T. Ito, “An efficient computational method suitable for hardware of computer-generated hologram with phase computation by addition,” Comput. Phys. Commun. 138(1), 44–52 (2001).
[Crossref]

Jordan, J.

L. Lesem, P. Hirsch, and J. Jordan, “The kinoform: a new wavefront reconstruction device,” IBM J. Res. Dev. 13(2), 150–155 (1969).
[Crossref]

Kakue, T.

H. Sato, T. Kakue, Y. Ichihashi, Y. Endo, K. Wakunami, R. Oi, K. Yamamoto, H. Nakayama, T. Shimobaba, and T. Ito, “Real-time colour hologram generation based on ray-sampling plane with multi-gpu acceleration,” Sci. Rep. 8(1), 1500 (2018).
[Crossref]

Y. Yamamoto, H. Nakayama, N. Takada, T. Nishitsuji, T. Sugie, T. Kakue, T. Shimobaba, and T. Ito, “Large-scale electroholography by horn-8 from a point-cloud model with 400,000 points,” Opt. Express 26(26), 34259–34265 (2018).
[Crossref]

D. Hiyama, T. Shimobaba, T. Kakue, and T. Ito, “Acceleration of color computer-generated hologram from rgb–d images using color space conversion,” Opt. Commun. 340, 121–125 (2015).
[Crossref]

Kawakita, M.

Kim, N.

Lesem, L.

L. Lesem, P. Hirsch, and J. Jordan, “The kinoform: a new wavefront reconstruction device,” IBM J. Res. Dev. 13(2), 150–155 (1969).
[Crossref]

Lippmann, G.

G. Lippmann, “Epreuves reversibles photographies integrals,” Comptes-Rendus Academie des Sciences 146, 446–451 (1908).

Lucente, M. E.

P. St-Hilaire, S. A. Benton, M. E. Lucente, J. K. Mary Lou Jepsen, H. Yoshikawa, and J. S. Underkoffler, “Electronic display system for computational holography,” Proc.SPIE 1212, 174–182 (1990).
[Crossref]

Makowski, M.

Mary Lou Jepsen, J. K.

P. St-Hilaire, S. A. Benton, M. E. Lucente, J. K. Mary Lou Jepsen, H. Yoshikawa, and J. S. Underkoffler, “Electronic display system for computational holography,” Proc.SPIE 1212, 174–182 (1990).
[Crossref]

Masuda, N.

T. Sugie, T. Akamatsu, T. Nishitsuji, R. Hirayama, N. Masuda, H. Nakayama, Y. Ichihashi, A. Shiraki, M. Oikawa, N. Takada, , et al., “High-performance parallel computing for next-generation holographic imaging,” Nat. Electron. 1(4), 254–259 (2018).
[Crossref]

N. Masuda, T. Ito, T. Tanaka, A. Shiraki, and T. Sugie, “Computer generated holography using a graphics processing unit,” Opt. Express 14(2), 603–608 (2006).
[Crossref]

Matsushima, K.

Miura, M.

Nakayama, H.

Y. Yamamoto, H. Nakayama, N. Takada, T. Nishitsuji, T. Sugie, T. Kakue, T. Shimobaba, and T. Ito, “Large-scale electroholography by horn-8 from a point-cloud model with 400,000 points,” Opt. Express 26(26), 34259–34265 (2018).
[Crossref]

T. Sugie, T. Akamatsu, T. Nishitsuji, R. Hirayama, N. Masuda, H. Nakayama, Y. Ichihashi, A. Shiraki, M. Oikawa, N. Takada, , et al., “High-performance parallel computing for next-generation holographic imaging,” Nat. Electron. 1(4), 254–259 (2018).
[Crossref]

H. Sato, T. Kakue, Y. Ichihashi, Y. Endo, K. Wakunami, R. Oi, K. Yamamoto, H. Nakayama, T. Shimobaba, and T. Ito, “Real-time colour hologram generation based on ray-sampling plane with multi-gpu acceleration,” Sci. Rep. 8(1), 1500 (2018).
[Crossref]

Nishitsuji, T.

T. Sugie, T. Akamatsu, T. Nishitsuji, R. Hirayama, N. Masuda, H. Nakayama, Y. Ichihashi, A. Shiraki, M. Oikawa, N. Takada, , et al., “High-performance parallel computing for next-generation holographic imaging,” Nat. Electron. 1(4), 254–259 (2018).
[Crossref]

Y. Yamamoto, H. Nakayama, N. Takada, T. Nishitsuji, T. Sugie, T. Kakue, T. Shimobaba, and T. Ito, “Large-scale electroholography by horn-8 from a point-cloud model with 400,000 points,” Opt. Express 26(26), 34259–34265 (2018).
[Crossref]

Ogihara, Y.

Ohsawa, Y.

Oi, R.

H. Sato, T. Kakue, Y. Ichihashi, Y. Endo, K. Wakunami, R. Oi, K. Yamamoto, H. Nakayama, T. Shimobaba, and T. Ito, “Real-time colour hologram generation based on ray-sampling plane with multi-gpu acceleration,” Sci. Rep. 8(1), 1500 (2018).
[Crossref]

Oikawa, M.

T. Sugie, T. Akamatsu, T. Nishitsuji, R. Hirayama, N. Masuda, H. Nakayama, Y. Ichihashi, A. Shiraki, M. Oikawa, N. Takada, , et al., “High-performance parallel computing for next-generation holographic imaging,” Nat. Electron. 1(4), 254–259 (2018).
[Crossref]

Okano, F.

Okui, M.

Phan, A.-H.

Piao, M.-l.

Sakamoto, Y.

Sasaki, H.

Sato, H.

H. Sato, T. Kakue, Y. Ichihashi, Y. Endo, K. Wakunami, R. Oi, K. Yamamoto, H. Nakayama, T. Shimobaba, and T. Ito, “Real-time colour hologram generation based on ray-sampling plane with multi-gpu acceleration,” Sci. Rep. 8(1), 1500 (2018).
[Crossref]

Shimobaba, T.

H. Sato, T. Kakue, Y. Ichihashi, Y. Endo, K. Wakunami, R. Oi, K. Yamamoto, H. Nakayama, T. Shimobaba, and T. Ito, “Real-time colour hologram generation based on ray-sampling plane with multi-gpu acceleration,” Sci. Rep. 8(1), 1500 (2018).
[Crossref]

Y. Yamamoto, H. Nakayama, N. Takada, T. Nishitsuji, T. Sugie, T. Kakue, T. Shimobaba, and T. Ito, “Large-scale electroholography by horn-8 from a point-cloud model with 400,000 points,” Opt. Express 26(26), 34259–34265 (2018).
[Crossref]

D. Hiyama, T. Shimobaba, T. Kakue, and T. Ito, “Acceleration of color computer-generated hologram from rgb–d images using color space conversion,” Opt. Commun. 340, 121–125 (2015).
[Crossref]

T. Shimobaba and T. Ito, “An efficient computational method suitable for hardware of computer-generated hologram with phase computation by addition,” Comput. Phys. Commun. 138(1), 44–52 (2001).
[Crossref]

Shiraki, A.

T. Sugie, T. Akamatsu, T. Nishitsuji, R. Hirayama, N. Masuda, H. Nakayama, Y. Ichihashi, A. Shiraki, M. Oikawa, N. Takada, , et al., “High-performance parallel computing for next-generation holographic imaging,” Nat. Electron. 1(4), 254–259 (2018).
[Crossref]

N. Masuda, T. Ito, T. Tanaka, A. Shiraki, and T. Sugie, “Computer generated holography using a graphics processing unit,” Opt. Express 14(2), 603–608 (2006).
[Crossref]

St-Hilaire, P.

P. St-Hilaire, S. A. Benton, M. E. Lucente, J. K. Mary Lou Jepsen, H. Yoshikawa, and J. S. Underkoffler, “Electronic display system for computational holography,” Proc.SPIE 1212, 174–182 (1990).
[Crossref]

Sugie, T.

Takada, N.

Y. Yamamoto, H. Nakayama, N. Takada, T. Nishitsuji, T. Sugie, T. Kakue, T. Shimobaba, and T. Ito, “Large-scale electroholography by horn-8 from a point-cloud model with 400,000 points,” Opt. Express 26(26), 34259–34265 (2018).
[Crossref]

T. Sugie, T. Akamatsu, T. Nishitsuji, R. Hirayama, N. Masuda, H. Nakayama, Y. Ichihashi, A. Shiraki, M. Oikawa, N. Takada, , et al., “High-performance parallel computing for next-generation holographic imaging,” Nat. Electron. 1(4), 254–259 (2018).
[Crossref]

Tanaka, T.

Underkoffler, J. S.

P. St-Hilaire, S. A. Benton, M. E. Lucente, J. K. Mary Lou Jepsen, H. Yoshikawa, and J. S. Underkoffler, “Electronic display system for computational holography,” Proc.SPIE 1212, 174–182 (1990).
[Crossref]

Wakunami, K.

H. Sato, T. Kakue, Y. Ichihashi, Y. Endo, K. Wakunami, R. Oi, K. Yamamoto, H. Nakayama, T. Shimobaba, and T. Ito, “Real-time colour hologram generation based on ray-sampling plane with multi-gpu acceleration,” Sci. Rep. 8(1), 1500 (2018).
[Crossref]

Yamaguchi, K.

Yamamoto, K.

H. Sato, T. Kakue, Y. Ichihashi, Y. Endo, K. Wakunami, R. Oi, K. Yamamoto, H. Nakayama, T. Shimobaba, and T. Ito, “Real-time colour hologram generation based on ray-sampling plane with multi-gpu acceleration,” Sci. Rep. 8(1), 1500 (2018).
[Crossref]

Yamamoto, Y.

Yamashita, T.

Yoshikawa, H.

P. St-Hilaire, S. A. Benton, M. E. Lucente, J. K. Mary Lou Jepsen, H. Yoshikawa, and J. S. Underkoffler, “Electronic display system for computational holography,” Proc.SPIE 1212, 174–182 (1990).
[Crossref]

Appl. Opt. (4)

Comptes-Rendus Academie des Sciences (1)

G. Lippmann, “Epreuves reversibles photographies integrals,” Comptes-Rendus Academie des Sciences 146, 446–451 (1908).

Comput. Phys. Commun. (1)

T. Shimobaba and T. Ito, “An efficient computational method suitable for hardware of computer-generated hologram with phase computation by addition,” Comput. Phys. Commun. 138(1), 44–52 (2001).
[Crossref]

IBM J. Res. Dev. (1)

L. Lesem, P. Hirsch, and J. Jordan, “The kinoform: a new wavefront reconstruction device,” IBM J. Res. Dev. 13(2), 150–155 (1969).
[Crossref]

Nat. Electron. (1)

T. Sugie, T. Akamatsu, T. Nishitsuji, R. Hirayama, N. Masuda, H. Nakayama, Y. Ichihashi, A. Shiraki, M. Oikawa, N. Takada, , et al., “High-performance parallel computing for next-generation holographic imaging,” Nat. Electron. 1(4), 254–259 (2018).
[Crossref]

Opt. Commun. (1)

D. Hiyama, T. Shimobaba, T. Kakue, and T. Ito, “Acceleration of color computer-generated hologram from rgb–d images using color space conversion,” Opt. Commun. 340, 121–125 (2015).
[Crossref]

Opt. Express (4)

Proc.SPIE (1)

P. St-Hilaire, S. A. Benton, M. E. Lucente, J. K. Mary Lou Jepsen, H. Yoshikawa, and J. S. Underkoffler, “Electronic display system for computational holography,” Proc.SPIE 1212, 174–182 (1990).
[Crossref]

Sci. Rep. (1)

H. Sato, T. Kakue, Y. Ichihashi, Y. Endo, K. Wakunami, R. Oi, K. Yamamoto, H. Nakayama, T. Shimobaba, and T. Ito, “Real-time colour hologram generation based on ray-sampling plane with multi-gpu acceleration,” Sci. Rep. 8(1), 1500 (2018).
[Crossref]

Supplementary Material (3)

NameDescription
» Visualization 1       The reconstructed movie for the original image.
» Visualization 2       The reconstructed movie for the delta L = 30 mm.
» Visualization 3       The reconstructed movie for the delta L = 50 mm.

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Figures (12)

Fig. 1.
Fig. 1. Electroholography system using an RGB-D camera and downsampling method.
Fig. 2.
Fig. 2. Shooting scenario by RGB-D camera.
Fig. 3.
Fig. 3. Captured color (RGB) image.
Fig. 4.
Fig. 4. Captured depth image.
Fig. 5.
Fig. 5. Captured RGB-D composite image.
Fig. 6.
Fig. 6. Downsampling method to quantize to a space lattice.
Fig. 7.
Fig. 7. Electroholography system.
Fig. 8.
Fig. 8. Optical setup.
Fig. 9.
Fig. 9. CGH calculation time with respect to the number of object points.
Fig. 10.
Fig. 10. Downsampled point-cloud images.
Fig. 11.
Fig. 11. Holographic reconstructed images obtained from downsampled point-cloud images.
Fig. 12.
Fig. 12. Reconstructed movies.

Tables (3)

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Table 1. Specifications of Kinect for Windows v2.

Tables Icon

Table 2. Development environment of CGH calculation.

Tables Icon

Table 3. Downsampling by spatial resolution $\Delta$L.

Equations (2)

Equations on this page are rendered with MathJax. Learn more.

I(xα,yα)=j=1NAjcos(krαj)+ij=1NAjsin(krαj)
ϕ(xα,yα)=arg[I(xα,yα)]

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