Parallel classification of multiple objects using a phase-only multichannel optical correlator

We present a technique that allows us to increment the number of objects to be detected and classified simultaneously in an optical patterns recognition process. It basically consists of the multiplexing of several phase-only filters. The elimination of the convolution signal at the final correlatio...

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Autor principal: Villareal, M.
Otros Autores: Iemmi, Claudio César, Campos, J.
Formato: Capítulo de libro
Lenguaje:Inglés
Publicado: 2003
Acceso en línea:Registro en Scopus
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100 1 |a Villareal, M. 
245 1 0 |a Parallel classification of multiple objects using a phase-only multichannel optical correlator 
260 |c 2003 
270 1 0 |m Villareal, M.; Universidad de Buenos Aires, Laboratorio de Procesado de Imagenes, Departmento de Física, 1428 Buenos Aires, Argentina 
504 |a Vander Lugt, A., Signal detection by complex spatial filtering (1964) IEEE Trans. Inf. Theory, IT-1, pp. 139-145 
504 |a Vijaya Kumar, B.V.K., Tutorial survey of composite filter designs for optical correlators (1992) Appl. Opt., 31, pp. 4773-4801 
504 |a Casasent, D., Unified synthetic discriminant function computational formalism (1984) Appl. Opt., 23, pp. 1620-1627 
504 |a Montes-Usategui, M., Campos, J., Juvells, I., Computation of arbitrarily constrained synthetic discriminant functions (1995) Appl. Opt., 34, pp. 3904-3914 
504 |a Yu, F.T.S., Zhou, Q., Zhang, C., Multiple channel optical correlator via rotating grating on LCTV (1988) Appl. Opt., 27, pp. 3770-3772 
504 |a Mendlovic, D., Ouzielli, I., Kiryuschev, I., Marom, E., Two dimensional wavelet transform achieved by computer generated multireference matched filter and Damman grating (1995) Appl. Opt., 34, pp. 8213-8219 
504 |a Vargas, A., Campos, J., Yzuel, M.J., Iemmi, C., Ledesma, S., One step multichannel pattern recognition based on the pixelated structure of a spatial light modulator (1998) Appl. Opt., 37, pp. 2063-2066 
504 |a Vargas, A., Campos, J., Iemmi, C., Ledesma, S., Yzuel, M.J., Optical codification for multiclass pattern recognition using a parallel correlator (1999) Opt. Commun., 162, pp. 121-129 
504 |a Brown, B.R., Lohmann, A.W., Complex spatial filtering with binary masks (1966) Appl. Opt., 5, pp. 967-969 
504 |a Lee, W.H., Sampled Fourier transform hologram generated by computer (1970) Appl. Opt., 9, pp. 639-643 
504 |a Lee, W.H., Binary synthetic holograms (1974) Appl. Opt., 13, pp. 1677-1682 
504 |a Kasztelanic, R., Campos, J., Chalasinska-Macukow, K., Shift-invariant optoelectronic associative memory by using a cascade of correlators (2000) Opt. Eng., 39 (4), pp. 993-1001 
504 |a Iemmi, C., Ledesma, S., Campos, J., Villareal, M., Gray-level computer generated hologram filters for multiple-object correlation (2000) Appl. Opt., 39, pp. 1233-1240 
504 |a Lesen, L., Hirsch, P., Jordan, J., The kinoform: A new wavefront reconstruction device (1959) IBM J. Res. Dev., 13, pp. 150-155 
504 |a Horner, J.L., Gianino, P.D., Phase-only matched filtering (1984) Appl. Opt., 23, pp. 812-816 
504 |a Bemhardt, M., Wyrowski, F., Bryngdahl, O., Iterative techniques to integrate different optical functions in a diffractive phase element (1991) Appl. Opt., 30, pp. 4629-4635 
504 |a Marquez, A., Iemmi, C., Moreno, I., Davis, J., Campos, J., Yzuel, M., Quantitative predictions of the modulation behavior of twisted nematic liquid crystal displays based on a simple physical model (2001) Opt. Eng., 40 (11), pp. 2558-2564 
504 |a Márquez, A., Campos, J., Yzuel, M.J., Moreno, I., Davis, J.A., Iemmi, C., Moreno, A., Robert, A., Characterization of edge effects in twisted nematic liquid crystal displays (2000) Opt. Eng., 39 (12), pp. 3301-3307 
506 |2 openaire  |e Política editorial 
520 3 |a We present a technique that allows us to increment the number of objects to be detected and classified simultaneously in an optical patterns recognition process. It basically consists of the multiplexing of several phase-only filters. The elimination of the convolution signal at the final correlation plane, by means of the direct implementation of phase-only filters, allows an increase in the number of channels to be used in a Vander Lugt correlator. The difference among these composed filters and others proposed before lies in the way they are synthesized. Usually filters are physically implemented by using amplitude media, and it is necessary to perform an encoding of the phase information. In the proposed method, no encoding technique is used to convert the phase values into amplitude ones. The implementation of this kind of filter is carried out by using liquid crystal displays working in phase-only mode. We present in this work numerical simulations and experimental results obtained from the implementation of two different kinds of phase-only filters. Impulse responses and correlation signals are analyzed.  |l eng 
536 |a Detalles de la financiación: Consejo Nacional de Investigaciones Científicas y Técnicas 
536 |a Detalles de la financiación: Ministerio de la Producción, Ciencia y Tecnología, BFM2000-0036-C02-01 
536 |a Detalles de la financiación: This study was supported by Universidad de Buenos Aires and Consejo Nacional de Investigaciones Científicas y Téc-nicas (Argentina), and by Ministerio de Ciencia y Tecnolo-gía, under project BFM2000-0036-C02-01. Villarreal has a FOMEC fellowship. 
593 |a Universidad de Buenos Aires, Laboratorio de Procesado de Imagenes, Departmento de Física, 1428 Buenos Aires, Argentina 
593 |a Universidad Autonoma de Barcelona, Grupo de Optica, E-08193 Bellaterra, Spain 
690 1 0 |a LIQUID CRYSTAL DISPLAYS 
690 1 0 |a PATTERN RECOGNITION 
690 1 0 |a PHASE-ONLY FILTERS 
690 1 0 |a COMPUTER SIMULATION 
690 1 0 |a CONVOLUTION 
690 1 0 |a CORRELATORS 
690 1 0 |a FOURIER TRANSFORMS 
690 1 0 |a LIQUID CRYSTAL DISPLAYS 
690 1 0 |a MULTIPLEXING 
690 1 0 |a OPTICAL CORRELATION 
690 1 0 |a OPTICAL FILTERS 
690 1 0 |a OPTICAL CORRELATORS 
690 1 0 |a OPTICAL PATTERN RECOGNITION 
690 1 0 |a PHASE ONLY FILTERS 
690 1 0 |a VANDER LUGT CORRELATOR 
690 1 0 |a OBJECT RECOGNITION 
700 1 |a Iemmi, Claudio César 
700 1 |a Campos, J. 
773 0 |d 2003  |g v. 42  |h pp. 2354-2361  |k n. 8  |p Opt Eng  |x 00913286  |t Optical Engineering 
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