DocumentCode
2029803
Title
Explicit link between local fractal transform and multiresolution transform
Author
Simon, B.
Author_Institution
Lab. de Telecommun., Univ. Catholique de Louvain, Belgium
Volume
1
fYear
1995
fDate
23-26 Oct 1995
Firstpage
278
Abstract
Much research is currently being carried out in the field of fractal coding of images. Fractal models try to identify and represent, self-similarity relationships within images through the use of spatial transformations of the signal associated with shrinking, translation, symmetries and scaling. These transformations are particularly suited to an interpretation in the multiresolution decomposition space of the functions. We study the expression of a particular fractal transform within the orthogonal multiresolution context. Conclusions drawn from the results show that the fractal transformation can be decoupled in two terms, one serves to interpolate the high frequency coefficients from one resolution layer to the next while the other is a constant term containing low pass information. A fractal transformation taking these elements into account is defined and it is shown that the parameters can be estimated only on the basis of the multiresolution decomposition coefficients. A method of applying these results to images is then envisaged
Keywords
fractals; image coding; image resolution; transform coding; fractal coding; high frequency coefficients interpolation; image coding; interpretation; isometries; local fractal transform; low pass information; multiresolution decomposition coefficients; multiresolution decomposition space; multiresolution transform; orthogonal multiresolution; parameter estimation; scaling; self similarity relationships; shrinking; spatial transformations; translation; Filters; Fractals; Frequency; Image coding; Signal resolution; Spatial resolution;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 1995. Proceedings., International Conference on
Conference_Location
Washington, DC
Print_ISBN
0-8186-7310-9
Type
conf
DOI
10.1109/ICIP.1995.529700
Filename
529700
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