350 rub
Journal Electromagnetic Waves and Electronic Systems №10 for 2011 г.
Article in number:
Analytical two-dimensional WA-systems of Kravchenko-Rvachev functions in problems of digital signal and image processing
Authors:
V. F. Kravchenko, V. I. Pustovoit, D. V. Churikov
Abstract:
On the basis of the theory of atomic and R- functions analytical two-dimensional wavelets (2DWA) of Kravchenko-Rvachev (KR) with non-standard geometry of reference area are constructed. It is known that such basic areas take place in a problems of time-space processing, multidimensional digital filtration and the signal spectral analysis of the various physical nature. Given article consists of three parts. In the first part using the theory of R-functions the technique of objects with the complex form description is proved. In the second part new algorithms for construction of analytical 2DWA KR are offered and proved. In the third part the numerical experiment is made and the physical analysis is given. The received results confirm potential possibilities of 2DWA KR. As experiment shows the choice of parameters allows to analyze corresponding frequency ranges of signals and selection of reference area in frequency space concretizes borders of these ranges. At definition of basic area in time space there is a possibility to focus of wavelet-transform on geometrical features of the image and to consider the form of objects. It allows to expand essentially a wavelet-analysis scope, and also to optimize digital processing of multidimensional signals at the expense of simultaneous performance several operation (filtration, allocation of contours and the others). Therefore 2DWA KR can find wide application in problems of the analysis of interferential effects with the geometry of complex form, signal filtration and image recognition.
Pages: 38-53
References
  1. Кравченко В. Ф. Лекции по теории атомарных функций и некоторым их приложениям. М.: Радиотехника. 2003.
  2. Кравченко В. Ф., Басараб М. А. Булева алгебра и методы аппроксимации в краевых задачах электродинамики / под ред. В.Ф. Кравченко. М.: Физматлит. 2004.
  3. Кравченко В. Ф., Рвачев В. Л. Алгебра логики, атомарные функции и вейвлеты физических приложениях. М.: Физматлит. 2006.
  4. Цифровая обработка сигналов и изображений в радиофизических приложениях / под ред. В. Ф. Кравченко. М.: Физматлит. 2007.
  5. Kravchenko, V. F., Perez-Meana, H. M., and Ponomaryov, V. I.,Adaptive Digital Processing of Multidimentional Signals with Applications. Moscow. Fizmatlit. 2009.
  6. Dudgeon, D. E., Mersereau, R. M., Multidimensional Digital Signal Processing. Prentice-Hall. 1984.
  7. Чуриков Д. В. Атомарные функции и комбинированный алгоритм фильтрации изображений в условиях помехи высокой интенсивности // Радиотехника. 2004. № 9. C. 69-71.
  8. Кравченко В. Ф., Федоров И. Б., Чуриков Д. В. Функции В. Л. Рвачева и атомарные функции в задачах описания сложных контурных объектов и цифровой обработке изображений // ЭВ и ЭС. 2005. Т. 10. № 7. С. 70-80.
  9. Kravchenko, V. F., Churikov, D. V., and Yurin, A. V. Analytical Description of Complex Shape Locus with the Help of R-Operations and Atomic Functions. The Digital Signal and Image Processing // Telecommunications and Radio Engineering, 2011. V. 70(4). P. 283 - 323.
  10. Чуриков Д. В. Применение атомарных функций и R-функций к задаче выделения сложных контурных сигналов из зашумленных изображений // Труды РНТОРЭС. 2005. Т. 1. С. 236-238.
  11. Гуляев Ю. В., Кравченко В. Ф., Пустовойт В. И. Новый классWA-систем функций Кравченко-Рвачева // ДАН РАН. 2007. Т. 413. № 3.С. 320-328.
  12. Kravchenko, V. F., Atomic and R-functions in Radiophysical Applications // Review. Proc. International Conference on Antenna Theory and Techniques. 6-9 October. 2009. Lviv. Ukraine. P. 3-12.
  13. Кравченко В. Ф., Пустовойт В. И. Новые ортогональные вейвлеты Кравченко // ДАН РАН. 2009. Т. 428. № 5. С. 601-607.
  14. Kravchenko, V. F. and Churikov, D. V., New analytical WA-systems of Kravchenko functions // Proc. Int. conference "DAYS on DIFFRACTION". St. Petersburg. Russia. June 8-11. 2010. P. 93-98.
  15. Кравченко В. Ф., Пустовойт В. И., Чуриков Д. В.Аналитические двумерные WA-системы функций Кравченко-Рвачева и их физические свойства // ДАН РАН. 2011. Т. 439. № 3. С. 336-341.
  16. Kravchenko V. F. and Churikov, D. V., Two-dimensional analytical Kravchenko-Rvachev wavelets in digital signal and image processing // Proc. Int. conference «DAYS on DIFFRACTION - 2011». St. Petersburg. Russia. 30 May - 3 June. 2011. P. 78-82.