COMPLEX EXPONENT MOMENTS FFT ALGORITHM AND ITS APPLICATION
ZiLiang Ping, YongJing Jiang
2012
Abstract
A fast and accurate algorithm for computation of multi-distorted invariant Complex Exponent Moments (CEMs) is presented in the paper. An image function in polar coordinate system, , was divided into 2-D discrete image matrix in which the radial variables on lines and angle variables on columns. 2-D Fast Fourier Transform (FFT) was excuted for the matrix and the Complex Exponent Moments (CEMs) can be obtained. The multi-distorted invariance and the excellent performance of Complex Exponent Moments (CEMs) were demonstrated. The Complex Exponent Moments (CEMs) were applied in human face recognition.
References
- G. A. Papakostas, Y.S. Boutalis, A new class of Zernike moments for computer vision applications, Inf.Sci. 177(13) (2007) 2802-2819
- Chao Kan, Mandyam D. Srinath, Invariant character recognition with Zernike and orthogonal Fourier-Mellin moments, Pattern Recognition, 35(2002) 143-154
- Hyung Shin Kim, Heung-Kyu Lee, Invariant image watermark using Zernike moments, IEEE Trans. Circuits Syst. Video Techn. 13(8) (2003) 766-775.
- M. R. Teague, Image analysis via the general theory of moments. J. Opt. Soc. Am. 70(1980)920-930.
- Y. Sheng, L. Shen, Orthogonal Fourier-Mellin moments for invariant pattern recognition, J. Opt. Soc. Am. A 11 (6) (1994) 1748-1757
- Z. L. Ping, R. Wu, Y. L. Sheng, Image description with Chebyshev-Fourier moments, J. Opt. Soc. Am. A 19(9) (2002) 1748-1754
- H. P. Ren, Z. L. Ping, Multi-distorted invariant image recognition with Radial-Harmonic-Fourier Moments, J. Opt. Soc. Am. A 20 (4) (2003) 631-637
- Z. L. Ping, H. P. Ren, Generic orthogonal moments: Jacobi-Fourier moments for invariant image description, Pattern Recognition, 40 (2007) 1245-1254
Paper Citation
in Harvard Style
Ping Z. and Jiang Y. (2012). COMPLEX EXPONENT MOMENTS FFT ALGORITHM AND ITS APPLICATION . In Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-8425-95-9, pages 465-468. DOI: 10.5220/0003700904650468
in Bibtex Style
@conference{icaart12,
author={ZiLiang Ping and YongJing Jiang},
title={COMPLEX EXPONENT MOMENTS FFT ALGORITHM AND ITS APPLICATION},
booktitle={Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2012},
pages={465-468},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003700904650468},
isbn={978-989-8425-95-9},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - COMPLEX EXPONENT MOMENTS FFT ALGORITHM AND ITS APPLICATION
SN - 978-989-8425-95-9
AU - Ping Z.
AU - Jiang Y.
PY - 2012
SP - 465
EP - 468
DO - 10.5220/0003700904650468