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Abstract:

A mathematical setting, for a method of fractal block-coding of image functions was presented. The method was based on the notion of generalized self-similarity model. Block-coding techniques along with this functional model allowed, to take advantage of local redundancy of the images. It was shown that the generalized self-similarity model could be used for the coding and reconstruction of digital signals and images.

Registro:

Documento: Artículo
Título:Fractal block-coding: A functional approach for image and signal processing
Autor:Cabrelli, C.A.; Falsetti, M.C.; Molter, U.M.
Filiación:Departamento de Matemática, FCEyN, Cdad. Universitaria Pab. i, (1428) Buenos Aires, Argentina
CONICET, Consejo Nacional de Investigaciones Científicas y Tecnológicas, Argentina
Instituto de Desarrollo Humano, Área de Matemática, Universidad Nacional de General Sarmiento, (1663) Roca 850, San Miguel, Argentina
Departamento de Matemática, FCEyN, Cdad. Universitaria, Pab. i, (1428) Buenos Aires, Argentina
CONICET, Consejo Nacional de Investigaciones Científicas y Tecnológicas, Argentina
Palabras clave:Block-coding; Fixed points; Fractal compression; Functional equation; Grey-level functions; Self-similarity; Fractal compression; Approximation theory; Block codes; Digital signal processing; Fractals; Image reconstruction; Mathematical operators; Theorem proving; Image coding
Año:2002
Volumen:44
Número:8-9
Página de inicio:1183
Página de fin:1200
DOI: http://dx.doi.org/10.1016/S0898-1221(02)00225-0
Título revista:Computers and Mathematics with Applications
Título revista abreviado:Comput Math Appl
ISSN:08981221
CODEN:CMAPD
PDF:https://bibliotecadigital.exactas.uba.ar/download/paper/paper_08981221_v44_n8-9_p1183_Cabrelli.pdf
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_08981221_v44_n8-9_p1183_Cabrelli

Referencias:

  • Cabrelli, C., Molter, U., Generalized self-similarity (1999) Journal of Mathematical Analysis and Applications, 230, pp. 251-260
  • Jacquin, A.E., (1989) Image coding based on a fractal theory of iterated contractive Markov operators, Parts I and II, , Georgia Tech. Ph.D. Thesis 091389-017
  • Jacquin, A.E., A novel fractal block-coding technique for digital images (1990) ICASSP, 4, pp. 2225-2228
  • Jacquin, A., Image coding based on fractal theory of iterated contractive image transformations (1992) IEEE Trans. Image Processing, 1, pp. 18-30
  • Jacquin, A., Fractal image coding: A review (1993) Proceedings of the IEEE, 81 (10)
  • Monro, D.M., Dudbridge, F., Fractal approximation of image blocks (1992) Proc. ICASSP, 3, pp. 485-488
  • Fisher, Y., Sample code (1995) Fractal Image Compression, pp. 259-291. , Edited by Y. Fisher, Springer-Verlag
  • Barnsley, M.F., Demko, S., Iterated function systems and global construction of fractals (1985) Proceedings of the Royal Society of London, A399, pp. 243-275
  • Barnsley, M.F., Ervin, V., Hardin, D.P., Solution of an inverse problem for fractals and other sets (1986) Proc. Natl. Acad. Sci. USA, 83
  • Forte, B., Vrscay, E., Theory of generalized fractal transform (1998) Fractal Image Encoding and Analysis, , NATO ASI Series F, (Edited by Y. Fisher), Springer-Verlag, Berlin
  • Forte, B., Vrscay, E., Inverse problem methods for generalized fractal transform (1998) Fractal Image Encoding and Analysis, , NATO ASI Series F, (Edited by Y. Fisher), Springer-Verlag, Berlin
  • Fisher, Y., Fractal image compression with quadtrees (1995) Fractal Image Compression, pp. 55-77. , (Edited by Y. Fisher) Springer-Verlag
  • Dudbridge, F., Linear time fractat quadtree coder (1998) Fractal Image Encoding and Analysis, , NATO ASI Series F, (Edited by Y. Fisher), Springer-Verlag
  • Barnsley, M.F., (1988) Fractals Everywhere, , Academic Press

Citas:

---------- APA ----------
Cabrelli, C.A., Falsetti, M.C. & Molter, U.M. (2002) . Fractal block-coding: A functional approach for image and signal processing. Computers and Mathematics with Applications, 44(8-9), 1183-1200.
http://dx.doi.org/10.1016/S0898-1221(02)00225-0
---------- CHICAGO ----------
Cabrelli, C.A., Falsetti, M.C., Molter, U.M. "Fractal block-coding: A functional approach for image and signal processing" . Computers and Mathematics with Applications 44, no. 8-9 (2002) : 1183-1200.
http://dx.doi.org/10.1016/S0898-1221(02)00225-0
---------- MLA ----------
Cabrelli, C.A., Falsetti, M.C., Molter, U.M. "Fractal block-coding: A functional approach for image and signal processing" . Computers and Mathematics with Applications, vol. 44, no. 8-9, 2002, pp. 1183-1200.
http://dx.doi.org/10.1016/S0898-1221(02)00225-0
---------- VANCOUVER ----------
Cabrelli, C.A., Falsetti, M.C., Molter, U.M. Fractal block-coding: A functional approach for image and signal processing. Comput Math Appl. 2002;44(8-9):1183-1200.
http://dx.doi.org/10.1016/S0898-1221(02)00225-0