Full-range in-plane rotation measurement for image recognition with hybrid digital-optical correlator

Optical Engineering

Volumn 53, Issue 1, 2014, Pages

  Zheng, Tianxiang ^a   Cao, Liangcai ^a   He, Qingsheng ^a   Jin, Guofan ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

hybrid digital optical correlator; image recognition; multichannel parallel processing.; rotation measurement

Indexed keywords

CORRELATION MATRIX; INPLANE ROTATION; PARALLEL PROCESSING; PARALLEL- CORRELATIONS; REAL-TIME IMAGE PROCESSING; ROTATION DISTORTION; ROTATION MEASUREMENT; VOLUME HOLOGRAPHIC MEMORY;

DATA PROCESSING; IMAGE PROCESSING; IMAGE RECOGNITION;

ROTATION;

EID: 84892155504     PISSN: 00913286     EISSN: 15602303     Source Type: Journal    
DOI: 10.1117/1.OE.53.1.011003     Document Type: Article

References (29)

1. M. T. L. Hsu et al., "Optical pattern recognition via adaptive spatial homodyne detection," J. Opt. Soc. Am. A 27(12), 2583-2587 (2010).
2. T. Manzur, J. Zeller, and S. Serati, "Optical correlator based target detection, recognition, classification, and tracking," Appl. Opt. 51(21), 4976-4983 (2012).
3. P. Boffi et al., "All-optical pattern recognition for digital real-time information processing," Appl. Opt. 42(23), 4670-4680 (2003).
4. D. Psaltis, "Coherent optical information systems," Science 298(5597), 1359-1363 (2002). (Pubitemid 35346128)
5. M. S. Millan, "Advanced optical correlation and digital methods for pattern matching-50th anniversary of Vander Lugt matched filter," J. Opt. 14(10), 103001 (2012).
6. H. J. Coufal, D. Psaltis, and G. T. Sincerbox, Holographic Data Storage, Springer, Germany (2000).
7. D. Graham-Rowe, "The drive for holography," Nat. Photon. 1(4), 197-200 (2007).
8. L. Dhar, K. Curtis, and T. Facke, "Holographic data storage: coming of age," Nat. Photon. 2(7), 403-405 (2008).
9. M. Haw, "Holographic data storage: the light fantastic," Nature 422(6932), 556-558 (2003).
10. G. W. Burr, "Holography for information storage and processing," Proc. SPIE 5181, 70-84 (2003).
11. K. Ni et al., "High accurate volume holographic correlator with 4000 parallel correlation channels," Proc. SPIE 6827 68271J (2007).
12. J. Joseph, A. Bhagatji, and K. Singh, "Content-addressable holographic data storage system for invariant pattern recognition of gray-scale images," Appl. Opt. 49(3), 471-478 (2010).
13. P. Ambs, "Optical computing: a 60-year adventure," Adv. Opt. Technol. 2010, 372652 (2010).
14. A. Heifetz et al., "Translation-invariant object recognition system using an optical correlator and a super-parallel holographic random access memory," Opt. Eng. 45(2), 025201 (2006).
15. S.Wang et al., "Multi-sample parallel estimation in volume holographic correlator for remote sensing image recognition," Opt. Express 17(24), 21738-21747 (2009).
16. A. Pu, R. Denkewalter, and D. Psaltis, "Real-time vehicle navigation using a holographic memory," Opt. Eng. 36(10), 2737-2746 (1997). (Pubitemid 127649607)
17. K. Ni et al., "Improving accuracy of multichannel volume holographic correlators by using a two-dimensional interleaving method," Opt. Lett. 32(20), 2972-2974 (2007). (Pubitemid 351302845)
18. K. M. Iftekharuddin, C. Rentala, and A. Dani, "Determination of exact rotation angle and discrimination for rotated images," Opt. Laser Technol. 34(4), 313-327 (2002). (Pubitemid 34524508)
19. H. Zhou et al., "Development of streamlined OT-MACH-based ATR algorithm for grayscale optical correlator," Proc. SPIE 5816, 78-83 (2005). (Pubitemid 41570401)
20. A. Aran et al., "Log-polar transform-based wavelet-modified maximum average correlation height filter for distortion invariance in a hybrid digital-optical correlator," Appl. Opt. 46(33), 7970-7977 (2007). (Pubitemid 351206973)
21. B. S. Reddy and B. N. Chatterji, "An FFT-based technique for translation, rotation, and scale-invariant image registration," IEEE Trans. Image Process. 5(8), 1266-1271 (1996). (Pubitemid 126776770)
22. M. S. Shahriar et al., "Shared-hardware alternating operation of a superparallel holographic optical correlator and a super-parallel holographic random access memory," Opt. Eng. 43(8), 1856-1861 (2004).
23. B. V. K. V. Kumar, A. Mahalanobis, and R. D. Juday, Correlation Pattern Recognition, Cambridge University Press, Cambridge (2005).
24. L. E. Franks, "A mode for the random video process," Bell Syst. Tech. J. 45(4), 609-630 (1966).
25. S. Jutamulia and T. Asakura, "Rotation-invariant joint transform correlator," Appl. Opt. 33(23), 5440-5442 (1994).
26. J. W. Goodman, Introduction to Fourier Optics, 2nd ed., The McGraw-Hill Companies Inc., New York (1996).
27. F. T. S. Yu, Optical Information Processing, Wiley, New York (1983).
28. C. Gu, H. Fu, and J.-R. Lien, "Correlation patterns and cross-talk noise in volume holographic optical correlators," J. Opt. Soc. Am. A 12(5), 861-868 (1995).
29. S. Wang et al., "Rotation-invariant scene matching with multi-sample parallel estimation in volume holographic correlator," Proc. SPIE 7851, 785104 (2010).