Mathematical Morphology and Fractal Geometry
Dilation, Erosion, Morphological Space, Fractal
Abstract
Mathematical morphology examines the geometrical structure of an image by probing it with small patterns, called 'structuring elements', of varying size and shape. This procedure results in nonlinear image operators which are suitable for exploring geometrical and topological structures. A series of such operators is applied to an image in order to make certain features more clear. Scale-space is an accepted and often used formalism in image processing and computer vision. Today, this formalism is so important because it makes the choice at what scale visual observations are to be made explicit. Fractal Geometry is a very new branch in Mathematics. An attempt to link Morphological operators and Fractals is made in this paper.
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References
John Goustias, J Henk, I Heijmans Mathematical Morphology.
H Heijmans (1994) Connected morphological operators and filters for binary images. 211-214.
J Serra (1982) Image Analysis and Mathematical Morphology.
P Maragos, R Schafer (1990) Morphological systems for multidimensional signal processing. 78(4), 690-710.
Y Frank, Shih Image Processing and Mathematical Morphology.
(2000) Chaos and Fractals.
J Samarabandu, R Acharya, E Hausman, K Allen (1993) Analysis of Bone X-Rays Using Morphological Fractals. 12(3).
G Matheron (1975) Random Sets and Integral Geometry.
E Dougherty, J Astola (1994) Introduction to Non-linear Image Processing.
R Gonzalez, R Woods (1992) Digital Image Processing.
R Haralick, L Shapiro (1992) Computer and Robot Vision.
(1998) Mathematical Morphology and its Applications to Image and Signal Processing.
K Pramod, Ramkumar Convex Geometry and Mathematical Morphology. 8, 40-45.
Petros Maragos (2005) Lattice Image Processing: A Unification of Morphological and Fuzzy Algebraic Systems. 22(2-3), 333-353.
Ling Zhang, Bo Zhang, Gang Chen (1996) Generating and Coding of Fractal Graphs by Neural Network and Mathematical Morphology Methods. 7(2).
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2011-09-07
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