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Primitive and point configuration texture model and primitive estimation using mathematical morphology

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TLDR
A model for texture description, called "Primitive and Point Configuration (PPC) texture model," and an estimation method of the primitive, which is an elementary object for configuring a texture, are proposed in this paper.
Abstract
A model for texture description, called "Primitive and Point Configuration (PPC) texture model," and an estimation method of the primitive, which is an elementary object for configuring a texture, are proposed in this paper. The PPC texture model regards that a texture is composed by arranging grains that are derived from one or a few primitives by some modification. The primitive shape is estimated by the principle that the primitive resembling the grains best should be the optimal estimation. This estimation is achieved by finding the structuring element that minimizes the integral of the size distribution function of a target texture.

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Journal ArticleDOI

Improving the accuracy of isotropic granulometries

TL;DR: A new digitization scheme for implementing continuous sieves is proposed, which increases the sampling density of the structuring element and the image, and shifts thestructuring element with respect to the sampling grid, which makes the size increments smoother, and further reduces the discretization errors.
Proceedings ArticleDOI

Optimization of gray scale morphological opening for noise removal in texture images

TL;DR: In this paper, an estimation method of the optimal gray scale structuring element using "primitive, grain, and point configuration (PGPC)" texture model is proposed.

Structure Characterization Using Mathematical Morphology

TL;DR: This thesis deals with the application of mathematical morphology to images of some kind of structure, with the intention of characterizing (or describing) that structure.
Proceedings ArticleDOI

Extraction of trabecular structures of mandible excluding tooth roots on dental panoramic radiographs using mathematical morphology

TL;DR: An extraction method of trabecular structures from dental panoramic radiographs using mathematical morphological operations is proposed and it is suggested that the measurements of healthy and osteoporotic examples support the hypothesis that thetrabeculae parallel to the roots are reduced more than those perpendicular to the Roots by osteopOrosis.
Journal ArticleDOI

Statistical analysis of human visual impressions on morphological image manipulation of gray scale textures

TL;DR: A method of evaluating human visual impressions of gray scale textures using morphological manipulation and introducing a texture analysis method based on mathematical morphology to study the effects of textural features on human Kansei.
References
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Book

Image Analysis and Mathematical Morphology

Jean Serra
TL;DR: This invaluable reference helps readers assess and simplify problems and their essential requirements and complexities, giving them all the necessary data and methodology to master current theoretical developments and applications, as well as create new ones.
Book

Morphological image operators

TL;DR: First Principles Complete Lattices Operators on complete lattice operators which are Translation Invariant Adjunctions, Dilations, and Erosions Openings and Closings Hit-or-miss Topology and Semi Continuity Discretization Convexity, Distance, and Connectivity Lattice Representations of Functions Morphology for Grey-Scale Images Morphological Filters Filtering and Iteration.
Journal ArticleDOI

Pattern spectrum and multiscale shape representation

TL;DR: The results of a study on multiscale shape description, smoothing and representation are reported, showing that the partially reconstructed images from the inverse transform on subsequences of skeleton components are the openings of the image at a scale determined by the number of eliminated components.
Journal ArticleDOI

Morphological skeleton representation and coding of binary images

TL;DR: The morphological skeleton is shown to unify many previous approaches to skeletonization, and some of its theoretical properties are investigated.