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Central-symmetrical property analysis on circularly orthogonal moments

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
In this research, we have proposed the central-symmetrical property of image reconstructions from Zernike moments and pseudo-Zernike moments. We conducted the image reconstructions from the odd, even, and complete sets of Zernike moments and pseudo-Zernike moments, and verified the proposed central-symmetrical property. We have concluded that if the original image is centrally symmetrical, the image reconstructions from even order sets are identical to those from the corresponding complete order sets of either Zernike or pseudo-Zernike moments.
Rocznik
Strony
11--26
Opis fizyczny
Bibliogr. 22 poz., rys., tab.
Twórcy
autor
  • The University of Winnipeg, Canada
autor
  • The University of Winnipeg, Canada
Bibliografia
  • [1] Teague, M. R.: Image analysis via the general theory of moments. JOSA, 70(8), pp. 920–930, 1980.
  • [2] Teh, C.-H., Chin, R. T.: On image analysis by the methods of moments. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 10(4), pp. 496–513, 1988.
  • [3] Broumandnia, A., Shanbehzadeh, J.: Fast Zernike wavelet moments for Farsi character recognition. Image and Vision Computing, 25(5), pp. 717–726, 2007.
  • [4] Hse, H., Newton, A. R.: Sketched symbol recognition using zernike moments. In: Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on, volume 1, pp. 367–370. IEEE, 2004.
  • [5] Zhang, F., Liu, S.-q.,Wang, D.-b., Guan,W.: Aircraft recognition in infrared image using wavelet moment invariants. Image and Vision Computing, 27(4), pp. 313–318, 2009.
  • [6] Yadav, R. B., Nishchal, N. K., Gupta, A. K., Rastogi, V. K.: Retrieval and classification of objects using generic Fourier, Legendre moment, and wavelet Zernike moment descriptors and recognition using joint transform correlator. Optics & Laser Technology, 40(3), pp. 517–527, 2008.
  • [7] Zhenjiang, M.: Zernike moment-based image shape analysis and its application. Pattern Recognition Letters, 21(2), pp. 169–177, 2000.
  • [8] Bharathi, V. S., Ganesan, L.: Orthogonal moments based texture analysis of CT liver images. Pattern Recognition Letters, 29(13), pp. 1868–1872, 2008.
  • [9] Shutler, J. D., Nixon, M. S.: Zernike velocity moments for sequence-based description of moving features. Image and Vision Computing, 24(4), pp. 343–356, 2006.
  • [10] Haddadnia, J., Faez, K., Moallem, P.: Neural network based face recognition with moment invariants. In: Image Processing, 2001. Proceedings. 2001 International Conference on, volume 1, pp. 1018–1021. IEEE, 2001.
  • [11] Pang, Y.-H., Andrew, T., David, N., Hiew, F.: Palmprint verification with moments. 2004.
  • [12] Ji, Z., Chen, Q., Sun, Q.-S., Xia, D.-S.: A moment-based nonlocal-means algorithm for image denoising. Information Processing Letters, 109(23), pp. 1238–1244, 2009.
  • [13] Xin, Y., Liao, S., Pawlak, M.: Geometrically robust image watermarking via pseudo-Zernike moments. In: Electrical and Computer Engineering, 2004. Canadian Conference on, volume 2, pp. 939–942. IEEE, 2004.
  • [14] Mukundan, R., Ramakrishnan, K.: Moment functions in image analysis: theory and applications, volume 100. World Scientific, 1998.
  • [15] Pawlak, M.: Image analysis by moments: reconstruction and computational aspects. Oficyna Wydawnicza Politechniki Wrocławskiej, 2006.
  • [16] Flusser, J., Zitova, B., Suk, T.: Moments and moment invariants in pattern recognition. John Wiley & Sons, 2009.
  • [17] Chiang, A., Liao, S.: Image analysis with Legendre moment descriptors. Journal of Computer Science, 11(1), pp. 127–136, 2014.
  • [18] Dai, H., Liao, S.: Image Analysis by Circularly Orthogonal Moments. International Journal of Engineering Innovation Research, 3, pp. 507–516, 2014. ISSN 2277–5668.
  • [19] Liao, S.: Accuracy Analysis of Moment Functions. Moments and Moment Invariants - Theory and Applications, edited by George A. Papakostas, 1, pp. 33–56, 2014.
  • [20] Wang, X., Liao, S.: Image Reconstruction from Orthogonal Fourier-Mellin Moments. Image Analysis and Recognition, pp. 687–694, 2013.
  • [21] Bhatia, A., Wolf, E.: On the circle polynomials of Zernike and related orthogonal sets. Mathematical Proceedings of the Cambridge Philosophical Society, 50(01), pp. 40–48, 1954.
  • [22] Hwang, S.-K., Kim, W.-Y.: A novel approach to the fast computation of Zernike moments. Pattern Recognition, 39(11), pp. 2065–2076, 2006.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-9f184ca5-52df-45b0-b800-688b2f5033a9
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