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Multifractal Framework Based on Blanket Method
Joint Authors
Paskaš, Milorad P.
Reljin, Irini
Reljin, Branimir
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-01-22
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
This paper proposes two local multifractal measures motivated by blanket method for calculation of fractal dimension.
They cover both fractal approaches familiar in image processing.
The first two measures (proposed Methods 1 and 3) support model of image with embedded dimension three, while the other supports model of image embedded in space of dimension three (proposed Method 2).
While the classical blanket method provides only one value for an image (fractal dimension) multifractal spectrum obtained by any of the proposed measures gives a whole range of dimensional values.
This means that proposed multifractal blanket model generalizes classical (monofractal) blanket method and other versions of this monofractal approach implemented locally.
Proposed measures are validated on Brodatz image database through texture classification.
All proposed methods give similar classification results, while average computation time of Method 3 is substantially longer.
American Psychological Association (APA)
Paskaš, Milorad P.& Reljin, Irini& Reljin, Branimir. 2014. Multifractal Framework Based on Blanket Method. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1051491
Modern Language Association (MLA)
Paskaš, Milorad P.…[et al.]. Multifractal Framework Based on Blanket Method. The Scientific World Journal No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-1051491
American Medical Association (AMA)
Paskaš, Milorad P.& Reljin, Irini& Reljin, Branimir. Multifractal Framework Based on Blanket Method. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1051491
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1051491