Scaling and rotation invariant analysis approach to object recognition based on Radon and Fourier-Mellin transforms

Pattern Recognition

Volumn 40, Issue 12, 2007, Pages 3503-3508

  Wang, Xuan ^a,b   Xiao, Bin ^b   Ma, Jian Feng ^a   Bi, Xiu Li ^b  

^a XIDIAN UNIVERSITY   (China)

^b SHAANXI NORMAL UNIVERSITY   (China)

Author keywords

Fourier Mellin transform; Invariant analysis; Pattern recognition; Radon transform

Indexed keywords

ERROR ANALYSIS; IMAGE ANALYSIS; MATHEMATICAL TRANSFORMATIONS; SCALING LAWS;

BINARIZATION; FOURIER-MELLIN TRANSFORMS; INVARIANT ANALYSIS;

OBJECT RECOGNITION;

EID: 34547697579     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2007.04.020     Document Type: Article

References (15)

1. Persoon E., and Fu K.S. Shape discrimination using Fourier descriptors. IEEE Trans. Syst. Man Cybern. SMC-7 (1977) 170-179
2. Fu K.S. Syntactic Pattern Recognition and Application (1982), Prentice-Hall, Englewood Cliffs, NJ
3. Hu M.K. Visual pattern recognition by moment invariants. IEEE Trans. Inf. Theory 8 (1962) 179-182
4. Teh C.H., and Chin R.T. On image analysis by the methods of moments. IEEE Trans. Pattern Anal. Machine Intell. 10 4 (1988) 496-512
5. Flusser J. On the independence of rotation moment invariants. Pattern Recognition 33 (2000) 1405-1410
6. Flusser J. On the inverse problem of rotation moment invariants. Pattern Recognition 35 (2002) 3015-3017
7. M.K. Yanni, The influence of thresholding and spatial resolution variations on the performance of the complex moment descriptor feature extraction, Ph.D. Thesis, The University of Kent, 1995.
8. Kan C., and Srinath M.D. Invariant character recognition with Zernike and orthogonal Fourier-Mellin moments. Pattern Recognition 35 (2002) 143-154
9. Liao S.X., and Pawlak M. On the accuracy of Zernike moments for image analysis. IEEE Trans. Pattern Anal. Machine Intell. 20 12 (1998) 1358-1364
10. Shen J., Shen W., and Shen D. On geometric and orthogonal moments, multispectral image processing and pattern recognition, Series in Machine Perception Artificial Intelligence vol. 44 (2001), World Scientific, Singapore pp. 17-36
11. Mukundan R., Ong S.H., and Lee P.A. Image analysis by Tchebichef moments. IEEE Trans. Image Processing 10 9 (2001) 1357-1364
12. Deans S.R. The Radon Transform and Some of its Applications (1983), Wiley, New York
13. Derrode S., and Ghorbel F. Robust and efficient Fourier-Mellin transform approximations for gray-level image reconstruction and complete invariant description. Comput. Vision Image Understanding 83 (2001) 57-78
14. De Sena A., and Rocchesso D. A fast mellin transform with applications in dafx. Proceedings of the 7th International Conference on Digital Audio Effects (DAFx'04) (2004), Naples, Italy 65-69
15. Khouzani K.J., and Zadeh H.S. Rotation-invariant multiresolution texture analysis using radon and wavelet transform. IEEE Trans. Image Process. 14 6 (2005) 783-795