Translation, rotation, and scale-invariant object recognition

IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews

Volumn 30, Issue 1, 2000, Pages 125-130

  Torres Mendez L A ^a   Ruiz Suaarez J C ^b   Sucar, Luis E ^c   Goomez G ^c  

^a MCGILL UNIVERSITY   (Canada)

^b DEPARTAMENTO DE FÍSICA   (Mexico)

^c SCHOOL OF ENGINEERING AND SCIENCES   (Mexico)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CHARACTER RECOGNITION; FEATURE EXTRACTION; HOLOGRAPHY; IMAGE CODING; MATHEMATICAL MODELS; VECTORS;

HOLOGRAPHIC NEAREST NEIGHBOR ALGORITHM; INVARIANT OBJECT RECOGNITION; MOMENT OF INERTIA;

OBJECT RECOGNITION;

EID: 0033731390     PISSN: 10946977     EISSN: None     Source Type: Journal    
DOI: 10.1109/5326.827484     Document Type: Article

References (23)

1. M. Caudill, "Neural networks primer pt. II," AI Expert, vol. 3, no. 2, pp. 55-61, 1988.
2. C.-H. Teh and R. T. Chin, "On image analysis by the methods of moments, "IEEE Trans. Pattern Anal. Machine Intell., vol. 10, pp. 496-513, July 1988.
3. E. B. Davies, Machine Vision. London, U.K.: Academic, 1990.
4. M. Fang and G. Hausler, "Class of transforms invariant under shift, rotation, and scaling," Appl. Opt., vol. 29, pp. 704-708, 1990.
5. K. Fukushima, "Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position," Biol. Cybern., vol. 36, no. 4, pp. 193-202, 1980.
6. E. Ghahramani and L. R. B. Patterson, "Scale, translation, and rotation invariant orthonormalized optical/optoelectronic neural networks," Appl. Opt., vol. 32, no. 35, pp. 7225-7232, 1993.
7. G. L. Giles and T. Maxwell, "Learning, invariances, and generalization in high-order neural networks," Appl. Opt., vol. 26, no. 23, pp. 4972-4978, 1987.
8. G. Gómez and L. E. Sucar, "Sistema para reconocimiento de caracteres en placas de automóviles," Soluciones Avanzadas, vol. 6, no. 58, pp. 47-53, Aug. 1998.
9. R. Gonzalez and P. Wintz, Digital Image Processing, 2nd ed. Reading, MA: Addison-Wesley, 1987, pp. 404-411.
10. Y. N. Hsu and H. H. Arsenault, "Optical pattern recognition using the circular harmonic expansion," Appl. Opt., vol. 21, no. 22, pp. 4016-4019, 1982.
11. M. K. Hu, "Visual pattern recognition by moment invariants," IRE Trans. Inform. Theory, vol. IT-8, no. 2, pp. 179-187, 1962.
12. H. Kauppinen, T. Seppänen, and M. Pietikäinen, "An experimental comparison of autoregressive and fourier-based descriptors in 2D shape classification," IEEE Trans. Pattern Anal. Machine Intell., vol. 17, pp. 207-210, Feb. 1995.
13. A. Khotanzad and Y. H. Hong, "Invariant image recognition by Zernike moments," IEEE Trans. Pattern Anal. Machine Intell., vol. 12, pp. 489-497, May 1990.
14. A. D. McAulay and J. C. Oh, "Improving learning of genetic rule-based classifier systems," IEEE Trans. Syst., Man, Cybern., vol. 24, pp. 152-159, Feb. 1994.
15. D. Mendlovic, N. Konforti, and E. Marom, "Shift and projection invariant pattern recognition using logarithmic harmonics," Appl. Opt., vol. 29, pp. 4784-4789, 1990.
16. D. Mendlovic, E. Marom, and N. Konforti, "Shift and scale invariant pattern recognition using Mellin radial harmonics," Opt. Commun., vol. 67, pp. 172-176, 1988.
17. D. Mendlovic, Z. Zalevsky, I. Kiryuschev, and G. Lebreton, "Composite harmonic filters for scale-, projection-, and shift-invariant pattern recognition," Appl. Opt., vol. 34, pp. 310-316, 1995.
18. S. J. Perantonis and P. J. G. Lisboa, "Translation, rotation, and scale invariant pattern recognition by high-order neural networks and moment classifiers," IEEE Trans. Neural Networks, vol. 3, pp. 241-251, Mar. 1992.
19. L. Spirkovska and M. B. Reid, "Coarse-coded higher-order neural networks for PSRI object recognition," IEEE Trans. Neural Networks, vol. 4, pp. 276-283, July 1993.
20. J. G. Sutherland, The Holographic Neural Method, in Fuzzy, Holographic and Parallel Intelligence. New York: Wiley, 1992.
21. M. R. Teague, "Image analysis via the general theory of moments," J. Opt. Soc. Amer., vol. 70, pp. 920-930, 1980.
22. L. A. Torres-Mendez, "Invariant 2-D object recognition," M.Sc. thesis, Graduate Program in Informatics, ITESM-Campus Morelos, Mexico, 1995.
23. S. Watanabe, Pattern Recognition: Human and Mechanical, New York: Wiley, 1985.