Abstract

In this study, we presented the acceleration of full-color computer-generated holograms (CGHs) bi using WAvelet ShrinkAge-Based superpositIon (WASABI). The WASABI method uses a wavelet transform. Furthermore, the light wave superposition is calculated by using 3%, 5%, and 10% of the light wave components in wavelet space. The WASABI method is implemented for generating full-color CGHs and is used to further combine the color space conversion from the RGB color space to the YCbCr color space. We report that the WASABI method is 10–33 times faster than the conventional look-up table method and 2–7 times faster than the depth layer method based on fast Fourier transform. Further, the WASABI method in the YCbCr color space is approximately 1.5 times faster than that in the RGB color space.

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

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    [Crossref]

2018 (5)

S. Yamada, T. Kakue, T. Shimobaba, and T. Ito, “Interactive holographic display based on finger gestures,” Sci. Rep. 8(1), 2010 (2018).
[Crossref] [PubMed]

H. Kim, J. Kwon, and J. Hahn, “Accelerated synthesis of wide-viewing angle polygon computer-generated holograms using the interocular affine similarity of three-dimensional scenes,” Opt. Express 26(13), 16853–16874 (2018).
[Crossref] [PubMed]

P. W. M. Tsang, T.-C. Poon, and Y. M. Wu, “Review of fast methods for point-based computer-generated holography [Invited],” Photon. Res. 6(9), 837–846 (2018).
[Crossref]

D. Blinder and P. Schelkens, “Accelerated computer generated holography using sparse bases in the STFT domain,” Opt. Express 26(2), 1461–1473 (2018).
[Crossref] [PubMed]

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

2017 (1)

T. Shimobaba and T. Ito, “Fast generation of computer-generated holograms using wavelet shrinkage,” Opt. Express 25(1), 77–87 (2017).
[Crossref] [PubMed]

2016 (1)

T. Shimobaba, T. Kakue, and T. Ito, “Review of fast algorithms and hardware implementations on computer holography,” IEEE Trans. Industr. Inform. 12(4), 1611–1622 (2016).
[Crossref]

2015 (4)

H. Zhang, Y. Zhao, L. Cao, and G. Jin, “Fully computed holographic stereogram based algorithm for computer-generated holograms with accurate depth cues,” Opt. Express 23(4), 3901–3913 (2015).
[Crossref] [PubMed]

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] [PubMed]

J.-S. Chen and D. P. Chu, “Improved layer-based method for rapid hologram generation and real-time interactive holographic display applications,” Opt. Express 23(14), 18143–18155 (2015).
[Crossref] [PubMed]

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 (2)

T. Shimobaba, Y. Nagahama, T. Kakue, N. Takada, N. Okada, Y. Endo, R. Hirayama, D. Hiyama, and T. Ito, “Calculation reduction method for color digital holography and computer-generated hologram using color space conversion,” Opt. Eng. 53(2), 024108 (2014).
[Crossref]

H. Niwase, N. Takada, H. Araki, H. Nakayama, A. Sugiyama, T. Kakue, T. Shimobaba, and T. Ito, “Real-time spatiotemporal division multiplexing electroholography with a single graphics processing unit utilizing movie features,” Opt. Express 22(23), 28052–28057 (2014).
[Crossref] [PubMed]

2013 (1)

N. Okada, T. Shimobaba, Y. Ichihashi, R. Oi, K. Yamamoto, M. Oikawa, T. Kakue, N. Masuda, and T. Ito, “Band-limited double-step Fresnel diffraction and its application to computer-generated holograms,” Opt. Express 21(7), 9192–9197 (2013).
[Crossref] [PubMed]

2012 (1)

M. Makowski, I. Ducin, K. Kakarenko, J. Suszek, M. Sypek, and A. Kolodziejczyk, “Simple holographic projection in color,” Opt. Express 20(22), 25130–25136 (2012).
[Crossref] [PubMed]

2011 (1)

K. Wakunami and M. Yamaguchi, “Calculation for computer generated hologram using ray-sampling plane,” Opt. Express 19(10), 9086–9101 (2011).
[Crossref] [PubMed]

2009 (1)

K. Matsushima and S. Nakahara, “Extremely high-definition full-parallax computer-generated hologram created by the polygon-based method,” Appl. Opt. 48(34), H54–H63 (2009).
[Crossref] [PubMed]

2008 (2)

S.-C. Kim and E.-S. Kim, “Effective generation of digital holograms of three-dimensional objects using a novel look-up table method,” Appl. Opt. 47(19), D55–D62 (2008).
[Crossref] [PubMed]

H. Kang, T. Yamaguchi, and H. Yoshikawa, “Accurate phase-added stereogram to improve the coherent stereogram,” Appl. Opt. 47(19), D44–D54 (2008).
[Crossref] [PubMed]

2007 (1)

T. Yamaguchi, G. Okabe, and H. Yoshikawa, “Real-time image plane full-color and full-parallax holographic video display system,” Opt. Eng. 46(12), 125801 (2007).
[Crossref]

1993 (1)

M. E. Lucente, “Interactive computation of holograms using a look-up table,” J. Electron. Imaging 2(1), 28–34 (1993).
[Crossref]

1990 (1)

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

1976 (1)

T. Yatagai, “Stereoscopic approach to 3-D display using computer-generated holograms,” Appl. Opt. 15(11), 2722–2729 (1976).
[Crossref] [PubMed]

Akamatsu, T.

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

Araki, H.

H. Niwase, N. Takada, H. Araki, H. Nakayama, A. Sugiyama, T. Kakue, T. Shimobaba, and T. Ito, “Real-time spatiotemporal division multiplexing electroholography with a single graphics processing unit utilizing movie features,” Opt. Express 22(23), 28052–28057 (2014).
[Crossref] [PubMed]

Benton, S. A.

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

Blinder, D.

D. Blinder and P. Schelkens, “Accelerated computer generated holography using sparse bases in the STFT domain,” Opt. Express 26(2), 1461–1473 (2018).
[Crossref] [PubMed]

Cao, L.

H. Zhang, Y. Zhao, L. Cao, and G. Jin, “Fully computed holographic stereogram based algorithm for computer-generated holograms with accurate depth cues,” Opt. Express 23(4), 3901–3913 (2015).
[Crossref] [PubMed]

Chen, J.-S.

J.-S. Chen and D. P. Chu, “Improved layer-based method for rapid hologram generation and real-time interactive holographic display applications,” Opt. Express 23(14), 18143–18155 (2015).
[Crossref] [PubMed]

Chu, D. P.

J.-S. Chen and D. P. Chu, “Improved layer-based method for rapid hologram generation and real-time interactive holographic display applications,” Opt. Express 23(14), 18143–18155 (2015).
[Crossref] [PubMed]

Ducin, I.

M. Makowski, I. Ducin, K. Kakarenko, J. Suszek, M. Sypek, and A. Kolodziejczyk, “Simple holographic projection in color,” Opt. Express 20(22), 25130–25136 (2012).
[Crossref] [PubMed]

Endo, Y.

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

T. Shimobaba, Y. Nagahama, T. Kakue, N. Takada, N. Okada, Y. Endo, R. Hirayama, D. Hiyama, and T. Ito, “Calculation reduction method for color digital holography and computer-generated hologram using color space conversion,” Opt. Eng. 53(2), 024108 (2014).
[Crossref]

Hahn, J.

H. Kim, J. Kwon, and J. Hahn, “Accelerated synthesis of wide-viewing angle polygon computer-generated holograms using the interocular affine similarity of three-dimensional scenes,” Opt. Express 26(13), 16853–16874 (2018).
[Crossref] [PubMed]

Hirayama, R.

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

T. Shimobaba, Y. Nagahama, T. Kakue, N. Takada, N. Okada, Y. Endo, R. Hirayama, D. Hiyama, and T. Ito, “Calculation reduction method for color digital holography and computer-generated hologram using color space conversion,” Opt. Eng. 53(2), 024108 (2014).
[Crossref]

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]

T. Shimobaba, Y. Nagahama, T. Kakue, N. Takada, N. Okada, Y. Endo, R. Hirayama, D. Hiyama, and T. Ito, “Calculation reduction method for color digital holography and computer-generated hologram using color space conversion,” Opt. Eng. 53(2), 024108 (2014).
[Crossref]

Ichihashi, Y.

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

N. Okada, T. Shimobaba, Y. Ichihashi, R. Oi, K. Yamamoto, M. Oikawa, T. Kakue, N. Masuda, and T. Ito, “Band-limited double-step Fresnel diffraction and its application to computer-generated holograms,” Opt. Express 21(7), 9192–9197 (2013).
[Crossref] [PubMed]

Ito, T.

S. Yamada, T. Kakue, T. Shimobaba, and T. Ito, “Interactive holographic display based on finger gestures,” Sci. Rep. 8(1), 2010 (2018).
[Crossref] [PubMed]

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

T. Shimobaba and T. Ito, “Fast generation of computer-generated holograms using wavelet shrinkage,” Opt. Express 25(1), 77–87 (2017).
[Crossref] [PubMed]

T. Shimobaba, T. Kakue, and T. Ito, “Review of fast algorithms and hardware implementations on computer holography,” IEEE Trans. Industr. Inform. 12(4), 1611–1622 (2016).
[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, Y. Nagahama, T. Kakue, N. Takada, N. Okada, Y. Endo, R. Hirayama, D. Hiyama, and T. Ito, “Calculation reduction method for color digital holography and computer-generated hologram using color space conversion,” Opt. Eng. 53(2), 024108 (2014).
[Crossref]

H. Niwase, N. Takada, H. Araki, H. Nakayama, A. Sugiyama, T. Kakue, T. Shimobaba, and T. Ito, “Real-time spatiotemporal division multiplexing electroholography with a single graphics processing unit utilizing movie features,” Opt. Express 22(23), 28052–28057 (2014).
[Crossref] [PubMed]

N. Okada, T. Shimobaba, Y. Ichihashi, R. Oi, K. Yamamoto, M. Oikawa, T. Kakue, N. Masuda, and T. Ito, “Band-limited double-step Fresnel diffraction and its application to computer-generated holograms,” Opt. Express 21(7), 9192–9197 (2013).
[Crossref] [PubMed]

Jepsen, M. L.

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

Jin, G.

H. Zhang, Y. Zhao, L. Cao, and G. Jin, “Fully computed holographic stereogram based algorithm for computer-generated holograms with accurate depth cues,” Opt. Express 23(4), 3901–3913 (2015).
[Crossref] [PubMed]

Kakarenko, K.

M. Makowski, I. Ducin, K. Kakarenko, J. Suszek, M. Sypek, and A. Kolodziejczyk, “Simple holographic projection in color,” Opt. Express 20(22), 25130–25136 (2012).
[Crossref] [PubMed]

Kakue, T.

S. Yamada, T. Kakue, T. Shimobaba, and T. Ito, “Interactive holographic display based on finger gestures,” Sci. Rep. 8(1), 2010 (2018).
[Crossref] [PubMed]

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

T. Shimobaba, T. Kakue, and T. Ito, “Review of fast algorithms and hardware implementations on computer holography,” IEEE Trans. Industr. Inform. 12(4), 1611–1622 (2016).
[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, Y. Nagahama, T. Kakue, N. Takada, N. Okada, Y. Endo, R. Hirayama, D. Hiyama, and T. Ito, “Calculation reduction method for color digital holography and computer-generated hologram using color space conversion,” Opt. Eng. 53(2), 024108 (2014).
[Crossref]

H. Niwase, N. Takada, H. Araki, H. Nakayama, A. Sugiyama, T. Kakue, T. Shimobaba, and T. Ito, “Real-time spatiotemporal division multiplexing electroholography with a single graphics processing unit utilizing movie features,” Opt. Express 22(23), 28052–28057 (2014).
[Crossref] [PubMed]

N. Okada, T. Shimobaba, Y. Ichihashi, R. Oi, K. Yamamoto, M. Oikawa, T. Kakue, N. Masuda, and T. Ito, “Band-limited double-step Fresnel diffraction and its application to computer-generated holograms,” Opt. Express 21(7), 9192–9197 (2013).
[Crossref] [PubMed]

Kang, H.

H. Kang, T. Yamaguchi, and H. Yoshikawa, “Accurate phase-added stereogram to improve the coherent stereogram,” Appl. Opt. 47(19), D44–D54 (2008).
[Crossref] [PubMed]

Kim, E.-S.

S.-C. Kim and E.-S. Kim, “Effective generation of digital holograms of three-dimensional objects using a novel look-up table method,” Appl. Opt. 47(19), D55–D62 (2008).
[Crossref] [PubMed]

Kim, H.

H. Kim, J. Kwon, and J. Hahn, “Accelerated synthesis of wide-viewing angle polygon computer-generated holograms using the interocular affine similarity of three-dimensional scenes,” Opt. Express 26(13), 16853–16874 (2018).
[Crossref] [PubMed]

Kim, S.-C.

S.-C. Kim and E.-S. Kim, “Effective generation of digital holograms of three-dimensional objects using a novel look-up table method,” Appl. Opt. 47(19), D55–D62 (2008).
[Crossref] [PubMed]

Kollin, J.

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

Kolodziejczyk, A.

M. Makowski, I. Ducin, K. Kakarenko, J. Suszek, M. Sypek, and A. Kolodziejczyk, “Simple holographic projection in color,” Opt. Express 20(22), 25130–25136 (2012).
[Crossref] [PubMed]

Kwon, J.

H. Kim, J. Kwon, and J. Hahn, “Accelerated synthesis of wide-viewing angle polygon computer-generated holograms using the interocular affine similarity of three-dimensional scenes,” Opt. Express 26(13), 16853–16874 (2018).
[Crossref] [PubMed]

Lucente, M. E.

M. E. Lucente, “Interactive computation of holograms using a look-up table,” J. Electron. Imaging 2(1), 28–34 (1993).
[Crossref]

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

Makowski, M.

M. Makowski, I. Ducin, K. Kakarenko, J. Suszek, M. Sypek, and A. Kolodziejczyk, “Simple holographic projection in color,” Opt. Express 20(22), 25130–25136 (2012).
[Crossref] [PubMed]

Masuda, N.

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

N. Okada, T. Shimobaba, Y. Ichihashi, R. Oi, K. Yamamoto, M. Oikawa, T. Kakue, N. Masuda, and T. Ito, “Band-limited double-step Fresnel diffraction and its application to computer-generated holograms,” Opt. Express 21(7), 9192–9197 (2013).
[Crossref] [PubMed]

Matsushima, K.

K. Matsushima and S. Nakahara, “Extremely high-definition full-parallax computer-generated hologram created by the polygon-based method,” Appl. Opt. 48(34), H54–H63 (2009).
[Crossref] [PubMed]

Nagahama, Y.

T. Shimobaba, Y. Nagahama, T. Kakue, N. Takada, N. Okada, Y. Endo, R. Hirayama, D. Hiyama, and T. Ito, “Calculation reduction method for color digital holography and computer-generated hologram using color space conversion,” Opt. Eng. 53(2), 024108 (2014).
[Crossref]

Nakahara, S.

K. Matsushima and S. Nakahara, “Extremely high-definition full-parallax computer-generated hologram created by the polygon-based method,” Appl. Opt. 48(34), H54–H63 (2009).
[Crossref] [PubMed]

Nakayama, H.

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

H. Niwase, N. Takada, H. Araki, H. Nakayama, A. Sugiyama, T. Kakue, T. Shimobaba, and T. Ito, “Real-time spatiotemporal division multiplexing electroholography with a single graphics processing unit utilizing movie features,” Opt. Express 22(23), 28052–28057 (2014).
[Crossref] [PubMed]

Nishitsuji, T.

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

Niwase, H.

H. Niwase, N. Takada, H. Araki, H. Nakayama, A. Sugiyama, T. Kakue, T. Shimobaba, and T. Ito, “Real-time spatiotemporal division multiplexing electroholography with a single graphics processing unit utilizing movie features,” Opt. Express 22(23), 28052–28057 (2014).
[Crossref] [PubMed]

Ogihara, Y.

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] [PubMed]

Oi, R.

N. Okada, T. Shimobaba, Y. Ichihashi, R. Oi, K. Yamamoto, M. Oikawa, T. Kakue, N. Masuda, and T. Ito, “Band-limited double-step Fresnel diffraction and its application to computer-generated holograms,” Opt. Express 21(7), 9192–9197 (2013).
[Crossref] [PubMed]

Oikawa, M.

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

N. Okada, T. Shimobaba, Y. Ichihashi, R. Oi, K. Yamamoto, M. Oikawa, T. Kakue, N. Masuda, and T. Ito, “Band-limited double-step Fresnel diffraction and its application to computer-generated holograms,” Opt. Express 21(7), 9192–9197 (2013).
[Crossref] [PubMed]

Okabe, G.

T. Yamaguchi, G. Okabe, and H. Yoshikawa, “Real-time image plane full-color and full-parallax holographic video display system,” Opt. Eng. 46(12), 125801 (2007).
[Crossref]

Okada, N.

T. Shimobaba, Y. Nagahama, T. Kakue, N. Takada, N. Okada, Y. Endo, R. Hirayama, D. Hiyama, and T. Ito, “Calculation reduction method for color digital holography and computer-generated hologram using color space conversion,” Opt. Eng. 53(2), 024108 (2014).
[Crossref]

N. Okada, T. Shimobaba, Y. Ichihashi, R. Oi, K. Yamamoto, M. Oikawa, T. Kakue, N. Masuda, and T. Ito, “Band-limited double-step Fresnel diffraction and its application to computer-generated holograms,” Opt. Express 21(7), 9192–9197 (2013).
[Crossref] [PubMed]

Poon, T.-C.

P. W. M. Tsang, T.-C. Poon, and Y. M. Wu, “Review of fast methods for point-based computer-generated holography [Invited],” Photon. Res. 6(9), 837–846 (2018).
[Crossref]

Sakamoto, Y.

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] [PubMed]

Schelkens, P.

D. Blinder and P. Schelkens, “Accelerated computer generated holography using sparse bases in the STFT domain,” Opt. Express 26(2), 1461–1473 (2018).
[Crossref] [PubMed]

Shimobaba, T.

S. Yamada, T. Kakue, T. Shimobaba, and T. Ito, “Interactive holographic display based on finger gestures,” Sci. Rep. 8(1), 2010 (2018).
[Crossref] [PubMed]

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

T. Shimobaba and T. Ito, “Fast generation of computer-generated holograms using wavelet shrinkage,” Opt. Express 25(1), 77–87 (2017).
[Crossref] [PubMed]

T. Shimobaba, T. Kakue, and T. Ito, “Review of fast algorithms and hardware implementations on computer holography,” IEEE Trans. Industr. Inform. 12(4), 1611–1622 (2016).
[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, Y. Nagahama, T. Kakue, N. Takada, N. Okada, Y. Endo, R. Hirayama, D. Hiyama, and T. Ito, “Calculation reduction method for color digital holography and computer-generated hologram using color space conversion,” Opt. Eng. 53(2), 024108 (2014).
[Crossref]

H. Niwase, N. Takada, H. Araki, H. Nakayama, A. Sugiyama, T. Kakue, T. Shimobaba, and T. Ito, “Real-time spatiotemporal division multiplexing electroholography with a single graphics processing unit utilizing movie features,” Opt. Express 22(23), 28052–28057 (2014).
[Crossref] [PubMed]

N. Okada, T. Shimobaba, Y. Ichihashi, R. Oi, K. Yamamoto, M. Oikawa, T. Kakue, N. Masuda, and T. Ito, “Band-limited double-step Fresnel diffraction and its application to computer-generated holograms,” Opt. Express 21(7), 9192–9197 (2013).
[Crossref] [PubMed]

Shiraki, A.

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

St-Hilaire, P.

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

Sugie, T.

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

Sugiyama, A.

H. Niwase, N. Takada, H. Araki, H. Nakayama, A. Sugiyama, T. Kakue, T. Shimobaba, and T. Ito, “Real-time spatiotemporal division multiplexing electroholography with a single graphics processing unit utilizing movie features,” Opt. Express 22(23), 28052–28057 (2014).
[Crossref] [PubMed]

Suszek, J.

M. Makowski, I. Ducin, K. Kakarenko, J. Suszek, M. Sypek, and A. Kolodziejczyk, “Simple holographic projection in color,” Opt. Express 20(22), 25130–25136 (2012).
[Crossref] [PubMed]

Sypek, M.

M. Makowski, I. Ducin, K. Kakarenko, J. Suszek, M. Sypek, and A. Kolodziejczyk, “Simple holographic projection in color,” Opt. Express 20(22), 25130–25136 (2012).
[Crossref] [PubMed]

Takada, N.

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

T. Shimobaba, Y. Nagahama, T. Kakue, N. Takada, N. Okada, Y. Endo, R. Hirayama, D. Hiyama, and T. Ito, “Calculation reduction method for color digital holography and computer-generated hologram using color space conversion,” Opt. Eng. 53(2), 024108 (2014).
[Crossref]

H. Niwase, N. Takada, H. Araki, H. Nakayama, A. Sugiyama, T. Kakue, T. Shimobaba, and T. Ito, “Real-time spatiotemporal division multiplexing electroholography with a single graphics processing unit utilizing movie features,” Opt. Express 22(23), 28052–28057 (2014).
[Crossref] [PubMed]

Tsang, P. W. M.

P. W. M. Tsang, T.-C. Poon, and Y. M. Wu, “Review of fast methods for point-based computer-generated holography [Invited],” Photon. Res. 6(9), 837–846 (2018).
[Crossref]

Underkoffler, J. S.

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

Wakunami, K.

K. Wakunami and M. Yamaguchi, “Calculation for computer generated hologram using ray-sampling plane,” Opt. Express 19(10), 9086–9101 (2011).
[Crossref] [PubMed]

Wu, Y. M.

P. W. M. Tsang, T.-C. Poon, and Y. M. Wu, “Review of fast methods for point-based computer-generated holography [Invited],” Photon. Res. 6(9), 837–846 (2018).
[Crossref]

Yamada, S.

S. Yamada, T. Kakue, T. Shimobaba, and T. Ito, “Interactive holographic display based on finger gestures,” Sci. Rep. 8(1), 2010 (2018).
[Crossref] [PubMed]

Yamaguchi, M.

K. Wakunami and M. Yamaguchi, “Calculation for computer generated hologram using ray-sampling plane,” Opt. Express 19(10), 9086–9101 (2011).
[Crossref] [PubMed]

Yamaguchi, T.

H. Kang, T. Yamaguchi, and H. Yoshikawa, “Accurate phase-added stereogram to improve the coherent stereogram,” Appl. Opt. 47(19), D44–D54 (2008).
[Crossref] [PubMed]

T. Yamaguchi, G. Okabe, and H. Yoshikawa, “Real-time image plane full-color and full-parallax holographic video display system,” Opt. Eng. 46(12), 125801 (2007).
[Crossref]

Yamamoto, K.

N. Okada, T. Shimobaba, Y. Ichihashi, R. Oi, K. Yamamoto, M. Oikawa, T. Kakue, N. Masuda, and T. Ito, “Band-limited double-step Fresnel diffraction and its application to computer-generated holograms,” Opt. Express 21(7), 9192–9197 (2013).
[Crossref] [PubMed]

Yatagai, T.

T. Yatagai, “Stereoscopic approach to 3-D display using computer-generated holograms,” Appl. Opt. 15(11), 2722–2729 (1976).
[Crossref] [PubMed]

Yoshikawa, H.

H. Kang, T. Yamaguchi, and H. Yoshikawa, “Accurate phase-added stereogram to improve the coherent stereogram,” Appl. Opt. 47(19), D44–D54 (2008).
[Crossref] [PubMed]

T. Yamaguchi, G. Okabe, and H. Yoshikawa, “Real-time image plane full-color and full-parallax holographic video display system,” Opt. Eng. 46(12), 125801 (2007).
[Crossref]

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

Zhang, H.

H. Zhang, Y. Zhao, L. Cao, and G. Jin, “Fully computed holographic stereogram based algorithm for computer-generated holograms with accurate depth cues,” Opt. Express 23(4), 3901–3913 (2015).
[Crossref] [PubMed]

Zhao, Y.

H. Zhang, Y. Zhao, L. Cao, and G. Jin, “Fully computed holographic stereogram based algorithm for computer-generated holograms with accurate depth cues,” Opt. Express 23(4), 3901–3913 (2015).
[Crossref] [PubMed]

Appl. Opt. (5)

S.-C. Kim and E.-S. Kim, “Effective generation of digital holograms of three-dimensional objects using a novel look-up table method,” Appl. Opt. 47(19), D55–D62 (2008).
[Crossref] [PubMed]

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] [PubMed]

K. Matsushima and S. Nakahara, “Extremely high-definition full-parallax computer-generated hologram created by the polygon-based method,” Appl. Opt. 48(34), H54–H63 (2009).
[Crossref] [PubMed]

T. Yatagai, “Stereoscopic approach to 3-D display using computer-generated holograms,” Appl. Opt. 15(11), 2722–2729 (1976).
[Crossref] [PubMed]

H. Kang, T. Yamaguchi, and H. Yoshikawa, “Accurate phase-added stereogram to improve the coherent stereogram,” Appl. Opt. 47(19), D44–D54 (2008).
[Crossref] [PubMed]

IEEE Trans. Industr. Inform. (1)

T. Shimobaba, T. Kakue, and T. Ito, “Review of fast algorithms and hardware implementations on computer holography,” IEEE Trans. Industr. Inform. 12(4), 1611–1622 (2016).
[Crossref]

J. Electron. Imaging (1)

M. E. Lucente, “Interactive computation of holograms using a look-up table,” J. Electron. Imaging 2(1), 28–34 (1993).
[Crossref]

Nat. Electron. (1)

T. Sugie, T. Akamatsu, T. Nishitsuji, R. Hirayama, N. Masuda, H. Nakayama, Y. Ichihashi, A. Shiraki, M. Oikawa, N. Takada, Y. Endo, T. Kakue, T. Shimobaba, and T. Ito, “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. Eng. (2)

T. Shimobaba, Y. Nagahama, T. Kakue, N. Takada, N. Okada, Y. Endo, R. Hirayama, D. Hiyama, and T. Ito, “Calculation reduction method for color digital holography and computer-generated hologram using color space conversion,” Opt. Eng. 53(2), 024108 (2014).
[Crossref]

T. Yamaguchi, G. Okabe, and H. Yoshikawa, “Real-time image plane full-color and full-parallax holographic video display system,” Opt. Eng. 46(12), 125801 (2007).
[Crossref]

Opt. Express (9)

K. Wakunami and M. Yamaguchi, “Calculation for computer generated hologram using ray-sampling plane,” Opt. Express 19(10), 9086–9101 (2011).
[Crossref] [PubMed]

H. Zhang, Y. Zhao, L. Cao, and G. Jin, “Fully computed holographic stereogram based algorithm for computer-generated holograms with accurate depth cues,” Opt. Express 23(4), 3901–3913 (2015).
[Crossref] [PubMed]

N. Okada, T. Shimobaba, Y. Ichihashi, R. Oi, K. Yamamoto, M. Oikawa, T. Kakue, N. Masuda, and T. Ito, “Band-limited double-step Fresnel diffraction and its application to computer-generated holograms,” Opt. Express 21(7), 9192–9197 (2013).
[Crossref] [PubMed]

H. Niwase, N. Takada, H. Araki, H. Nakayama, A. Sugiyama, T. Kakue, T. Shimobaba, and T. Ito, “Real-time spatiotemporal division multiplexing electroholography with a single graphics processing unit utilizing movie features,” Opt. Express 22(23), 28052–28057 (2014).
[Crossref] [PubMed]

J.-S. Chen and D. P. Chu, “Improved layer-based method for rapid hologram generation and real-time interactive holographic display applications,” Opt. Express 23(14), 18143–18155 (2015).
[Crossref] [PubMed]

H. Kim, J. Kwon, and J. Hahn, “Accelerated synthesis of wide-viewing angle polygon computer-generated holograms using the interocular affine similarity of three-dimensional scenes,” Opt. Express 26(13), 16853–16874 (2018).
[Crossref] [PubMed]

T. Shimobaba and T. Ito, “Fast generation of computer-generated holograms using wavelet shrinkage,” Opt. Express 25(1), 77–87 (2017).
[Crossref] [PubMed]

D. Blinder and P. Schelkens, “Accelerated computer generated holography using sparse bases in the STFT domain,” Opt. Express 26(2), 1461–1473 (2018).
[Crossref] [PubMed]

M. Makowski, I. Ducin, K. Kakarenko, J. Suszek, M. Sypek, and A. Kolodziejczyk, “Simple holographic projection in color,” Opt. Express 20(22), 25130–25136 (2012).
[Crossref] [PubMed]

Photon. Res. (1)

P. W. M. Tsang, T.-C. Poon, and Y. M. Wu, “Review of fast methods for point-based computer-generated holography [Invited],” Photon. Res. 6(9), 837–846 (2018).
[Crossref]

Proc. SPIE (1)

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

Sci. Rep. (1)

S. Yamada, T. Kakue, T. Shimobaba, and T. Ito, “Interactive holographic display based on finger gestures,” Sci. Rep. 8(1), 2010 (2018).
[Crossref] [PubMed]

Other (3)

S. Wanner, S. Meister, and B. Goldluecke, “Datasets and benchmarks for densely sampled 4d light fields,” In VMV, 225–226 (2013).

W. K. Pratt, Digital Image Processing: PIKS Scientific Inside (4th Ed.) (Wiley-Interscience, 2007).

C. K. Chui, ed., An Introduction to Wavelets (Academic, 2014).

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Figures (11)

Fig. 1
Fig. 1 Full-color CGH calculation using the WASABI method.
Fig. 2
Fig. 2 WASABI method in YCbCr color space.
Fig. 3
Fig. 3 RGB-D images (a) “Papillon” and (b) “Buddha.”
Fig. 4
Fig. 4 The reconstructed images of “Papillon” of the conventional methods and the WASABI method.
Fig. 5
Fig. 5 The reconstructed images of “Buddha” of the conventional methods and the WASABI method.
Fig. 6
Fig. 6 The calculation times for the WASABI method in the RGB and YCbCr color spaces for (a) “Papillon” and (b) “Buddha.”
Fig. 7
Fig. 7 The reconstructed images of “Papillon” using the WASABI method in the RGB and YCbCr color spaces (the reconstructed distance = 6 cm).
Fig. 8
Fig. 8 The reconstructed images of “Buddha” using the WASABI method in the RGB and YCbCr color spaces (the reconstructed distance = 6.5 cm).
Fig. 9
Fig. 9 High-resolution reconstructed images of “Papillon” from 8,192 × 8,192-pixel hologram using the conventional method and the WASABI method in the RGB color space (the reconstructed distance = 6 cm).
Fig. 10
Fig. 10 2,048 × 2,048-pixel CGHs of “Papillon” and its amplitude spectra.
Fig. 11
Fig. 11 Horizontal plot for the spectra of the CGHs of Fig. 10.

Tables (4)

Tables Icon

Table 1 The calculation times for the conventional methods and the WASABI with s= 3%, 5%, 10% for “Papillon.”

Tables Icon

Table 2 The calculation times for the conventional method and the WASABI with s= 3%, 5%, 10% for “Buddha.”

Tables Icon

Table 3 The brightness of the reconstructed images for the conventional methods and the WASABI with s= 3%, 5%, 10% for “Papillon.” The unit of the brightness is an arbitrary unit.

Tables Icon

Table 4 The brightness of the reconstructed images for the conventional methods and the WASABI with s= 3%, 5%, 10% for “Buddha.” The unit of the brightness is an arbitrary unit.

Equations (10)

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

U( x h , y h )= j=1 L A j exp(i 2π λ r hj )= j=1 L A j u z j ( x h x j , y h y j ) ,
( U R ( x h , y h ) U G ( x h , y h ) U B ( x h , y h ) )= j=1 L { R j exp(i 2π λ R r hj ) G j exp(i 2π λ G r hj ) B j exp(i 2π λ B r hj ) } = j=1 L { ( R j G j B j )( u z j R ( x h x j , y h y j ) u z j G ( x h x j , y h y j ) u z j B ( x h x j , y h y j ) ) } ,
W ¯ = 1 L j=1 L W z j = 1 L j=1 L z j tanθ ,
( ψ R ( m h , n h ) ψ G ( m h , n h ) ψ B ( m h , n h ) )= j=1 L { ( R j G j B j ) k=1 K s ( z j ) ( c z j ,k R c z j ,k G c z j ,k B ) } ,
c z j ,k ={ v z j ,k ( m h = m k + 2 α x j and n h = n k + 2 α y j ) 0 (otherwise) ,
( Y(x) Cb(x) Cr(x) )=P( R(x) G(x) B(x) )=( p 11 p 12 p 13 p 21 p 22 p 23 p 31 p 32 p 33 )( R(x) G(x) B(x) ) =( 0.2989 0.5866 0.1145 0.1687 0.3312 0.5 0.5 0.4183 0.0816 )( R(x) G(x) B(x) ),
( R(x) G(x) B(x) )=Q( Y(x) Cb(x) Cr(x) )=( q 11 q 12 q 13 q 21 q 22 q 23 q 31 q 32 q 33 )( Y(x) Cb(x) Cr(x) ) =( 1 0 1.4022 1 0.3456 0.7145 1 1.7710 0 )( Y(x) Cb(x) Cr(x) ).
( U R ( x h , y h ) U G ( x h , y h ) U B ( x h , y h ) )= j=1 L { Q( Y j C b j C r j )Q( u z j Y ( x hj , y hj ) u z j Cb ( x hj , y hj ) u z j Cr ( x hj , y hj ) ) } =(QQ) j=1 L { ( Y j C b j C r j )( u z j Y ( x hj , y hj ) u z j Cb ( x hj , y hj ) u z j Cr ( x hj , y hj ) ) } +(Q Q ) j=1 L { ( Y j C b j C r j )( u z j Cb ( x hj , y hj ) u z j Cr ( x hj , y hj ) u z j Y ( x hj , y hj ) )+( C b j C r j Y j )( u z j Y ( x hj , y hj ) u z j Cb ( x hj , y hj ) u z j Cr ( x hj , y hj ) ) } ,
Q =( q 12 q 13 q 11 q 22 q 23 q 21 q 32 q 33 q 31 )
( ψ R ( m h , n h ) ψ G ( m h , n h ) ψ B ( m h , n h ) )=( QQ ) j=1 L { ( Y j C b j C r j ) k=1 K s ( z j ) ( c z j ,k Y c z j ,k Cb c z j ,k Cr ) } +(Q Q ) j=1 L { ( Y j C b j C r j ) k=1 K s ( z j ) ( c z j ,k Cb c z j ,k Cr c z j ,k Y ) +( C b j C r j Y j ) k=1 K s ( z j ) ( c z j ,k Y c z j ,k Cb c z j ,k Cr ) } .

Metrics