Spectral optimized asymmetric segmented phase-only correlation filter

Applied Optics

Volumn 51, Issue 14, 2012, Pages 2638-2650

  Leonard, I ^a   Alfalou, A ^a   Brosseau, C ^b  

^a Institut Supérieur d'Electronique et du Numérique ISEN Brest   (France)

^b UNIVERSITÉ EUROPÉENNE DE BRETAGNE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BANDPASS FILTERS; ECONOMIC AND SOCIAL EFFECTS; INVERSE PROBLEMS;

CORRELATION TECHNIQUES; MINIMUM AVERAGE CORRELATION ENERGIES; OPTIMIZED COMPOSITES; PERFORMANCE MEASURE; PHASE-ONLY CORRELATION; RECEIVER OPERATING CHARACTERISTIC CURVES; SPECTRAL OPTIMIZATION; VANDERLUGT CORRELATOR;

FACE RECOGNITION;

EID: 84861413403     PISSN: 1559128X     EISSN: 15394522     Source Type: Journal    
DOI: 10.1364/AO.51.002638     Document Type: Article

References (40)

1. A. Van der Lugt, "Signal detection by complex spatial filtering", IEEE Trans. Inf. Theory 10, 139-145 (1964).
2. Pointing Head Pose Image (PHPID), http://www.ecse.rpi.edu/~cvrl/database/ other-Face-Databases.htm.
3. C. S. Weaver and J. W. Goodman, "A technique for optically convolving two functions", Appl. Opt. 5, 1248-1249 (1966).
4. A. Alfalou and C. Brosseau, "Understanding correlation techniques for face recognition: from basics to applications", in Face Recognition, M. Oravec, ed. (In-Tech, 2010).
5. J. L. Horner and P. D. Gianino, "Phase-only matched filtering", Appl. Opt. 23, 812-816 (1984).
6. F. T. S. Yu and S. Jutamulia, Optical Pattern Recognition (Cambridge University 1998).
7. B. V. K. V. Kumar, "Tutorial survey of composite filter designs for optical correlators", Appl. Opt. 31, 4773-4801 (1992).
8. A. Alfalou, G. Keryer, and J. L. de Bougrenet de la Tocnaye, "Optical implementation of segmented composite filtering", Appl. Opt. 38, 6129-6135 (1999). (Pubitemid 129569754)
9. H. J. Caufield and W. T. Maloney "Improved discrimination in optical character recognition", Appl. Opt. 8, 2354-2356 (1969).
10. C. F. Hester and D. Casasent, "Multivariant technique for multiclass pattern recognition", Appl. Opt. 19, 1758-1761 (1980). (Pubitemid 11433472)
11. A. Mahalanobis, B. V. K. V. Kumar, and D. Casassent, "Minimum average correlation energy filters", Appl. Opt. 26, 3633-3640 (1987).
12. A. Alfalou and C. Brosseau, "Robust and discriminating method for face recognition based on correlation technique and independent component analysis model", Opt. Lett. 36, 645-647 (2011).
13. M. Elbouz, A. Alfalou, and C. Brosseau, "Fuzzy logic and optical correlation-based face recognition method for patient monitoring application in home video surveillance", Opt. Eng. 50, 067003 (2011).
14. I. Leonard, A. Arnold-Bos, and A. Alfalou, "Interest of correlation-based automatic target recognition in underwater optical images: theoretical justification and first results", Proc. SPIE 7678, 76780O (2010).
15. V. H. Diaz-Ramirez, "Constrained composite filter for intraclass distortion invariant object recognition", Opt. Lasers Eng. 48, 1153-1160 (2010).
16. A. Alsamman and M. S. Alam, "Comparative study of face recognition techniques that use joint transform correlation and principal component analysis", Appl. Opt. 44, 688-692 (2005). (Pubitemid 40339405)
17. S. Romdhani, J. Ho, T. Vetter, and D. J. Kriegman, "Face recognition using 3-D models: pose and illumination", Proc. IEEE 94, 1977-1999 (2006).
18. J. L. Tribillon, Corrélation Optique (Teknéa 1999).
19. B. Javidi and C.-J. Kuo, "Joint transform image correlation using a binary spatial light modulator at the Fourier plane", Appl. Opt. 27, 663-665 (1988).
20. B. Javidi, "Nonlinear joint power spectrum based optical correlation", Appl. Opt. 28, 2358-2367 (1989).
21. M. S. Alam and M. A. Karim, "Fringe-adjusted joint transform correlation", Appl. Opt. 32, 4344-4350 (1993).
22. M. S. Alam and S. F. Goh, "Three-dimensional fringe-adjusted joint transform correlation", Appl. Opt. 43, 3680-3685 (2004).
23. G. Keryer, J. L. de Bougrenet de la Tocnaye, and A. Alfalou, "Performance comparison of ferroelectric liquid-crystaltechnology-based coherent optical multichannel correlators", Appl. Opt. 36, 3043-3055 (1997). (Pubitemid 127611197)
24. A. Alfalou, "Implementation of optical multichannel correlators: application to pattern recognition", Ph. D. thesis (Université de Rennes 1-Ecole Nationale Supérieure des Télécommunications Bretagne, 1999).
25. B. V. K. V. Kumar and L. Hassebrook, "Performance measures for correlation filters", Appl. Opt. 29, 2997-3006 (1990).
26. J. L. Horner, "Metrics for assessing pattern-recognition performance", Appl. Opt. 31, 165-166 (1992).
27. J. P. Egan, Signal Detection Theory and ROC Analysis, Academic Press Series in Cognition and Perception (Academic, 1975).
28. I. Leonard, A. Alfalou, and C. Brosseau, "Face recognition based on composite correlation filters: analysis of their performances", in Face Recognition: Methods, Applications and Technology, A. Quaglia and C. M. Epifano, eds. (Nova, 2012).
29. A. Pe'er, D. Wang, A. W. Lohmann, and A. A. Friesem, "Apochromatic optical correlation", Opt. Lett. 25, 776-778 (2000).
30. M. Rahman, A. A. S. Awwal, and K. S. Gudmundsson, "Composite filter for search time reduction for 3D model based object recognition", Proc. SPIE 5201, 97-107 (2003).
31. T. Mohammad, M. Rahman, A. A. S. Awwal, and K. S. Gudmundsson, "Optical pattern recognition of three dimensional images using composite binary phase only filters", Proc. SPIE 5556, 146-157 (2004). (Pubitemid 40371436)
32. D. Casasent and G. Ravichandran, "Advanced distortioninvariant MACE filters", Appl. Opt. 31, 1109-1116 (1992).
33. K. M. Iftekharuddin, F. Ahmad, and M. A. Karim, "Rotation invariant target recognition using amplitude coupled minimum average correlation energy filter", Opt. Eng. 35, 1009-1014 (1996).
34. A. A. S. Awwal, "What can we learn from the shape of a correlation peak for position estimation?" Appl. Opt. 49, B40-B50 (2010).
35. A. A. S. Awwal, M. A. Karim, and S. R. Jahan, "Improved correlation discrimination using an amplitude-modulated phaseonly filter", Appl. Opt. 29, 233-236 (1990).
36. A. A. S. Awwal, W. A. McClay, W. S. Fergusson, J. V. Candy, J. T. Salmon, and P. J. Wegner, "Detection and tracking of the back reflection of KDP images in the presence or absence of a phase mask", Appl. Opt. 45, 3038-3048 (2006). (Pubitemid 43874658)
37. K. M. Iftekharuddin, M. A. Karim, P. W. Eloe, and A. A. S. Awwal, "Discretized amplitude modulated phase only filter", Opt. Laser Technol. 28, 93-100 (1996). (Pubitemid 126402759)
38. K. M. Iftekharuddin, M. A. Karim, and A. A. S. Awwal, "Optimization of amplitude modulated inverse filter", Math. Comput. Model. 24, 103-112 (1996). (Pubitemid 27069304)
39. A. Mahalanobis, B. K. V. V. Kumar, S. Song, S. R. F. Sims, and J. F. Epperson, "Unconstrained correlation filters", Appl. Opt. 33, 3751-3759 (1994).
40. H. Zhou and T.-H. Chao, "MACH filter synthesizing for detecting targets in cluttered environment for grayscale optical correlator", Proc. SPIE 3715, 394 (1999).