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Warianty tytułu
Języki publikacji
Abstrakty
The paper presents the overview of the theory of 2-D complex and quaternion analytic signals with the 1st-quadrant spectrum support. Both signals are expressed as complex/hypercomplex sums of partial and total 2-D Hilbert transforms. Moreover, starting with the definition of 2-D complex and quaternion Fourier transforms, the 2-D Hilbert transforms are derived in the form of sums of parts of different parity with respect to signal-domain variables. Some new relations for Hilbert quaternion spectra have been derived. The paper is illustrated with the example of the 2-D separable Cauchy signal.
Rocznik
Tom
Strony
285--291
Opis fizyczny
Bibliogr. 17 poz., wykr.
Twórcy
autor
- Institute of Radioelectronics, Warsaw University of Technology, Nowowiejska 15/19, 00-665 Warsaw, Poland
Bibliografia
- [1] S. L. Hahn, „Multidimensional Complex Signals with Single-orthant Spectra”, Proceedings of the IEEE, vol. 80, no. 8, pp. 1287 - 1300, August 1992.
- [2] S. L. Hahn, Hilbert Transforms in Signal Processing. Artech House Inc., 1996.
- [3] T. Bülow and G. Sommer, „The Hypercomplex Signal - A Novel Extension of the Analytic Signal to the Multidimensional Case”, IEEE Transactions on Signal Processing, vol. 49, no. 11, pp. 2844 - 2852, November 2001.
- [4] E. M. S. Hitzer, „Quaternion Fourier Transform on Quaternion Fields and Generalizations”, Advances in Applied Clifford Algebras, vol. 17, no. 3, pp. 497 - 517, 2007.
- [5] T. A. Ell, „Hypercomplex Spectral Transforms”, Ph. D. Dissertation, University of Minnesota, Minneapolis, 1992.
- [6] S.-C. Pei, J.-J. Ding, and J. H. Chang, „Efficient Implementation of Quaternion Fourier Transform, Convolution, and Correlation by 2-D Complex FFT”, The IEEE Transactions on Signal Processing, vol. 49, no. 11, pp. 2783 - 2797, November 2001.
- [7] S. J. Sangwine, „Fourier Transforms of Colour Images Using Quaternion or Hypercomplex Numbers”, Electronic Letters, vol. 32, no. 21, pp. 1979 - 1980, 1996.
- [8] T. Bülow, „Hypercomplex Spectral Signal Representation for the Processing and Analysis of Images”, in Bericht Nr. 99-3. Institut fr Informatik und Praktische Mathematik, Christian-Albrechts-Universität Kiel, 1999.
- [9] T. A. Ell and S. J. Sangwine, „Hypercomplex Fourier Transforms of Color Images”, IEEE Transactions on Image Processing, vol. 16, no. 1, pp. 22 - 35, 2007.
- [10] D. S. Alexiadis and G. D. Sergiadis, „Estimation of Motions in Color Image Sequences Using Hypercomplex Fourier Transforms”, IEEE Transactions on Image Processing, vol. 18, no. 1, pp. 168 - 187, 2009.
- [11] S. J. Sangwine and T. A. Ell, „Color Image Filters Based on Hypercomplex Convolution”, IEEE Proceedings Vision, Image & Signal Processing, vol. 147, no. 2, pp. 89 - 93, 2000.
- [12] H.-D. Schütte and J. Wentzel, „Hypercomplex Numbers in Digital Signal Processing”, in Proceedings of IEEE International Symposium on Circuits and Systems, vol. 2, New Orleans, LA, USA, May 1 - 3 1990, pp. 1557 - 1560.
- [13] V. Sercov, A. Petrovsky, and D. Lushtyk, „Digital Hypercomplex Allpass Filters: A Novel Filters Bank Building Block”, in Proceedings of International Workshop on Systems, Signals and Image Processing, Bratislava, Slovakia, 1999, pp. 181 - 184.
- [14] D. Alfsmann and H. G. Göckler, „Design of Hypercomplex Allpass-Based Paraunitary Filter Banks Applying Reduced Biquaternions”, in Proceedings of EUROCON 2005, Serbia&Montenegro, Belgrade, November 22 - 24 2005, pp. 92 - 95.
- [15] D. Alfsmann, H. G. Göckler, S. J. Sangwine, and T. A. Ell, „Hypercomplex Algebras in Digital Signal Processing: Benefits and Drawbacks”, in Proceedings of 15th European Signal Processing Conference (EUSIPCO 2007), Poznań, Poland, September 3 - 7 2007, pp. 1322 - 1326.
- [16] S. J. Sangwine, T. A. Ell, and N. le Bihan, „Fundamental Representations and Algebraic Properties of Biquaternions or Complexified Quaternions”, Advances in Applied Clifford Algebras, pp. 1 - 30, January 2010.
- [17] K. M. Snopek, „New Hypercomplex Analytic Signals and Fourier Transforms in Cayley-Dickson Algebras”, Electronics and Telecommunications Quarterly, vol. 55, no. 3, pp. 403 - 415, 2009.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BWAK-0026-0007