Abstract

We present an optoelectronic method to analyze three-dimensional (3D) scenes that is able to detect the presence, and also the position and orientation, of a reference 3D object. The data-acquisition procedure is based on digital holography. A phase-shifting interferometer records a single digital Fresnel hologram of the 3D scene with an intensity-recording device. Holographic information of the 3D reference object is also obtained with the same method. Correlation techniques are then applied to recognize the presence and position of the 3D reference object in the 3D scene. The technique also allows us to detect the 3D reference with a small out-of-plane rotation. Preliminary experimental results are presented that demonstrate the theory.

© 2001 Optical Society of America

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2000 (2)

1999 (3)

1998 (1)

1997 (3)

1995 (1)

1994 (1)

B. Javidi, J. L. Horner, “Optical pattern recognition for validation and security verification,” Opt. Eng. 33, 1752–1756 (1994).
[CrossRef]

1993 (1)

1974 (1)

1971 (1)

J. Ch. Viénot, J. Bulabois, L. R. Guy, “Three dimensional object recognition in real time by multiplex spatial filtering,” Opt. Commun. 2, 431–434 (1971).

1966 (1)

1965 (1)

J. W. Cooley, J. W. Tukey, “An algorithm for the machine calculation of complex Fourier series,” Math. Comput. 19, 297–301 (1965).
[CrossRef]

1964 (1)

A. VanderLught, “Signal detection by complex matched spatial filtering,” IEEE Trans. Inf. Theory IT-10, 139–145 (1964).

Brangaccio, D. J.

Bruning, J. H.

Bulabois, J.

J. Ch. Viénot, J. Bulabois, L. R. Guy, “Three dimensional object recognition in real time by multiplex spatial filtering,” Opt. Commun. 2, 431–434 (1971).

Cooley, J. W.

J. W. Cooley, J. W. Tukey, “An algorithm for the machine calculation of complex Fourier series,” Math. Comput. 19, 297–301 (1965).
[CrossRef]

Denkewalter, R.

A. Pu, R. Denkewalter, D. Psaltis, “Real-time vehicle navigation using a holographic memory,” Opt. Eng. 36, 2737–2746 (1997).
[CrossRef]

Esteve-Taboada, J. J.

Gallagher, J. E.

Garcia, J.

Goodman, J. W.

Guy, L. R.

J. Ch. Viénot, J. Bulabois, L. R. Guy, “Three dimensional object recognition in real time by multiplex spatial filtering,” Opt. Commun. 2, 431–434 (1971).

Herriott, D. R.

Horner, J. L.

B. Javidi, J. L. Horner, “Optical pattern recognition for validation and security verification,” Opt. Eng. 33, 1752–1756 (1994).
[CrossRef]

Itoh, M.

Javidi, B.

Kim, T.

T. Kim, T.-C. Poon, “Extraction of 3-D location of matched 3-D object using power fringe-adjusted filtering and Wigner analysis,” Opt. Eng. 38, 2176–2183 (1999).
[CrossRef]

T.-C. Poon, T. Kim, “Optical image recognition of three-dimensional objects,” Appl. Opt. 38, 370–381 (1999).
[CrossRef]

Li, H.-Y.

Mahalanobis, A.

A. Mahalanobis, “Review of correlation filters and their application for scene matching,” in Optoelectronic Devices and Systems for Processing, B. Javidi, K. M. Johnson, eds., Vol. CR65 of SPIE Critical Reviews of Optical Science Technology, (SPIE Press, Bellingham, Wash., 1996), pp. 240–260.

Mas, D.

McAulay, A. D.

A. D. McAulay, Optical Computer Architectures (Wiley, New York, 1991).

Paek, E. G.

C. L. Wilson, C. I. Watson, E. G. Paek, “Combined optical and neural network fingerprint matching,” in Optical Pattern Recognition VIII, D. P. Casasent, T. Chao, eds. Proc. SPIE3073, 373–382 (1997).

Poon, T.-C.

T.-C. Poon, T. Kim, “Optical image recognition of three-dimensional objects,” Appl. Opt. 38, 370–381 (1999).
[CrossRef]

T. Kim, T.-C. Poon, “Extraction of 3-D location of matched 3-D object using power fringe-adjusted filtering and Wigner analysis,” Opt. Eng. 38, 2176–2183 (1999).
[CrossRef]

Psaltis, D.

A. Pu, R. Denkewalter, D. Psaltis, “Real-time vehicle navigation using a holographic memory,” Opt. Eng. 36, 2737–2746 (1997).
[CrossRef]

H.-Y. Li, Y. Qiao, D. Psaltis, “Optical network for real-time face recognition,” Appl. Opt. 32, 5026–5035 (1993).
[CrossRef] [PubMed]

Pu, A.

A. Pu, R. Denkewalter, D. Psaltis, “Real-time vehicle navigation using a holographic memory,” Opt. Eng. 36, 2737–2746 (1997).
[CrossRef]

Qiao, Y.

Réfrégier, Ph.

Rosen, J.

Rosenfeld, D. P.

Tajahuerce, E.

Tukey, J. W.

J. W. Cooley, J. W. Tukey, “An algorithm for the machine calculation of complex Fourier series,” Math. Comput. 19, 297–301 (1965).
[CrossRef]

VanderLught, A.

A. VanderLught, “Signal detection by complex matched spatial filtering,” IEEE Trans. Inf. Theory IT-10, 139–145 (1964).

Viénot, J. Ch.

J. Ch. Viénot, J. Bulabois, L. R. Guy, “Three dimensional object recognition in real time by multiplex spatial filtering,” Opt. Commun. 2, 431–434 (1971).

Watson, C. I.

C. L. Wilson, C. I. Watson, E. G. Paek, “Combined optical and neural network fingerprint matching,” in Optical Pattern Recognition VIII, D. P. Casasent, T. Chao, eds. Proc. SPIE3073, 373–382 (1997).

Weaver, C. S.

White, A. D.

Wilson, C. L.

C. L. Wilson, C. I. Watson, E. G. Paek, “Combined optical and neural network fingerprint matching,” in Optical Pattern Recognition VIII, D. P. Casasent, T. Chao, eds. Proc. SPIE3073, 373–382 (1997).

Yamaguchi, I.

Yatagai, T.

Yoshikawa, N.

Zhang, T.

Appl. Opt. (6)

IEEE Trans. Inf. Theory (1)

A. VanderLught, “Signal detection by complex matched spatial filtering,” IEEE Trans. Inf. Theory IT-10, 139–145 (1964).

Math. Comput. (1)

J. W. Cooley, J. W. Tukey, “An algorithm for the machine calculation of complex Fourier series,” Math. Comput. 19, 297–301 (1965).
[CrossRef]

Opt. Commun. (1)

J. Ch. Viénot, J. Bulabois, L. R. Guy, “Three dimensional object recognition in real time by multiplex spatial filtering,” Opt. Commun. 2, 431–434 (1971).

Opt. Eng. (3)

A. Pu, R. Denkewalter, D. Psaltis, “Real-time vehicle navigation using a holographic memory,” Opt. Eng. 36, 2737–2746 (1997).
[CrossRef]

T. Kim, T.-C. Poon, “Extraction of 3-D location of matched 3-D object using power fringe-adjusted filtering and Wigner analysis,” Opt. Eng. 38, 2176–2183 (1999).
[CrossRef]

B. Javidi, J. L. Horner, “Optical pattern recognition for validation and security verification,” Opt. Eng. 33, 1752–1756 (1994).
[CrossRef]

Opt. Lett. (5)

Other (4)

C. L. Wilson, C. I. Watson, E. G. Paek, “Combined optical and neural network fingerprint matching,” in Optical Pattern Recognition VIII, D. P. Casasent, T. Chao, eds. Proc. SPIE3073, 373–382 (1997).

A. D. McAulay, Optical Computer Architectures (Wiley, New York, 1991).

A. Mahalanobis, “Review of correlation filters and their application for scene matching,” in Optoelectronic Devices and Systems for Processing, B. Javidi, K. M. Johnson, eds., Vol. CR65 of SPIE Critical Reviews of Optical Science Technology, (SPIE Press, Bellingham, Wash., 1996), pp. 240–260.

J. W. Goodman, Introduction to Fourier Optics (McGraw-Hill, New York, 1996).

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