Retrieval and classification of objects using generic Fourier, Legendre moment, and wavelet Zernike moment descriptors and recognition using joint transform correlator

Optics and Laser Technology

Volumn 40, Issue 3, 2008, Pages 517-527

  Yadav, Raj Bahadur ^a   Nishchal, Naveen K ^b   Gupta, Arun K ^a   Rastogi, Vinod K ^c  

^a Defence Research and Development Organisation   (India)

^b INDIAN INSTITUTE OF TECHNOLOGY GUWAHATI   (India)

^c CH CHARAN SINGH UNIVERSITY   (India)

Author keywords

Generic Fourier descriptor; Legendre moment descriptor; Wavelet transform

Indexed keywords

DATABASE SYSTEMS; FOURIER TRANSFORMS; OBJECT RECOGNITION;

GENERIC FOURIER DESCRIPTORS; LEGENDRE MOMENT DESCRIPTORS (LMD); LEGENDRE MOMENTS;

CORRELATORS;

EID: 35448938781     PISSN: 00303992     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.optlastec.2007.08.007     Document Type: Article

References (29)

1. Costa L.F., and Cesar R.M. Shape analysis and classification; theory and practice (2001), RC Press, Boca Raton, FL, USA
2. Duda R.O., Hart P.E., and Stork D.G. Pattern classification. 2nd ed (2000), Wiley, New York
3. Zhang D., and Lu G. Review of shape representation and description techniques. Pattern Recognition 37 (2004) 1-19
4. Loncaric S. A survey of shape analysis techniques. Pattern Recognition 31 (1998) 983-1001
5. Mehtre B.M., Kankanhalli M.S., and Lee W.F. Shape measures for content-based image retrieval: a comparison. Inform Process Manage 33 (1997) 319-337
6. Kim W.Y., and Kim Y.S. A region-based shape descriptor using Zernike moments. Signal Process Image Commun 16 (2000) 95-102
7. Zhang D., and Lu G. Shape-based image retrieval using generic Fourier descriptor. Signal Process Image Commun 17 (2002) 825-848
8. Liao S.X., and Pawlak M. On image analysis by moments. IEEE Trans Pattern Anal Machine Intell 18 (1996) 254-266
9. Teh C.H., and Chin R.T. On image analysis by the methods of moments. IEEE Trans Pattern Anal Machine Intell 10 (1988) 413-496
10. Khotanzad A., and Hong Y.H. Invariant image recognition by Zernike moments. IEEE Trans Pattern Anal Machine Intell 12 (1990) 489-497
11. Chen C.C. Improved moment invariants for shape discrimination. Pattern Recognition 26 (1993) 683-686
12. Flusser J., and Suk T. Pattern recognition by affine moment invariants. Pattern Recognition 26 (1993) 167-174
13. Xia T., Zhu H., Shu H., Haigron P., and Luo L. Image description with generalized pseudo-Zernike moments. J Opt Soc Am A 24 (2007) 50-59
14. Hu M.K. Visual pattern recognition by moments invariants. IRE Trans Inform Theory 8 (1962) 179-187
15. Teague M.R. Image analysis via general theory of moments. J Opt Soc Am A 70 (1980) 920-930
16. Lin H., Si J., and Abousleman G.P. Pattern recognition and image reconstruction using improved digital Zernike moments. Proc SPIE 5816 (2005) 211-220
17. Kamila N.K., Mahapatra S., and Nanda S. Invariance image analysis using modified Zernike moments. Pattern Recognition Lett 26 (2005) 747-753
18. Chong C.W., Raveendran P., and Mukundan R. Translation invariants of Zernike moments. Pattern Recognition 36 (2003) 1765-1773
19. Zhenjiang M. Zernike moment-based image shape analysis and its application. Pattern Recognition Lett 21 (2000) 169-177
20. Mukundan R., and Ramakrishnan K.R. Fast computation of Legendre and Zernike moments. Pattern Recognition 28 (1995) 1433-1442
21. Broumandnia A., and Shanbehzadeh J. Fast Zernike wavelet moments for Farsi character recognition. Image Vision Comput 25 (2007) 717-726
22. Tsai D.M., and Chiang C.H. Rotation-invariant pattern matching using wavelet decomposition. Pattern Recognition Lett 23 (2002) 101-191
23. Chang G.C.H., and Kuo C.C.J. Wavelet descriptor of planer curves: theory and applications. IEEE Trans Image Process 5 (1996) 56-70
24. Yang H.S., Lee S.U., and Lee K.M. Recognition of 2-D object contours using starting-point independent wavelet coefficient matching. J Vis Commun Image R 9 (1998) 171-181
25. Kunttu I., Lepisto L., Rauhamaa J., and Visa A. Multiscale Fourier descriptors for defect image retrieval. Pattern Recognition Lett 27 (2006) 123-132
26. Yadav R.B., Nishchal N.K., Gupta A.K., and Rastogi V.K. Retrieval and classification of shape-based objects using Fourier, generic Fourier, and wavelet-Fourier descriptors technique; A comparative study. Opt Lasers Eng 45 (2007) 608-695
27. Weaver C.S., and Goodman J.W. Techniques for optically convolving two functions. Appl Opt 5 (1966) 1248-1249
28. Yu FTS, Jutamulia S, editors. Optical pattern recognition. New York: Cambridge University Press; 1998.
29. Nishchal N.K., Goyal S., Aran A., Beri V.K., and Gupta A.K. Binary differential joint transform correlator based on a ferroelectric liquid crystal electrically addressed spatial light modulator. Opt Eng 45 (2006) 026401-026410