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Texture analysis and classification: a complex network-based approach
(ElsevierPhiladelphia, 2013-01)
In this paper, we propose a novel texture analysis method using the complex network theory. We investigated how a texture image can be effectively represented, characterized and analyzed in terms of a complex network. The ...
Analysis and Classification of Natural Rock Textures based on New Transform-based Features
(2016)
This work develops a mathematical method to extract relevant information about natural rock textures to address the problem of automatic classification. Classical methods of texture analysis cannot be directly applied in ...
Combining fractal and deterministic walkers for texture analysis and classification
(Elsevier BVAmsterdam, 2013-11)
In this paper,we present a novel texture analysis method based on deterministic partially self-avoiding walks and fractal dimension theory. After finding the attractors of the image (set of pixels) using deterministic ...
Texture analysis and classification using deterministic tourist walk
(ELSEVIER SCI LTD, 2010)
In this paper, we present a study on a deterministic partially self-avoiding walk (tourist walk), which provides a novel method for texture feature extraction. The method is able to explore an image on all scales simultaneously. ...
Plant species identification using multi-scale fractal dimension applied to images of adaxial surface epidermis
(2009-09-28)
This paper presents the study of computational methods applied to histological texture analysis in order to identify plant species, a very difficult task due to the great similarity among some species and presence of ...
Plant species identification using multi-scale fractal dimension applied to images of adaxial surface epidermis
(2009-09-28)
This paper presents the study of computational methods applied to histological texture analysis in order to identify plant species, a very difficult task due to the great similarity among some species and presence of ...
Textural image classification of foams based on variographic analysis
(Elsevier, 2016)
Froths can be characterised according to several features, such as colour, bubble size distribution, velocity, mobility or texture. In the case of texture, there are some alternatives that can be used to analyse and classify ...
Texture analysis using volume-radius fractal dimension
(ElsevierPhiladelphia, 2013-02)
Texture plays an important role in computer vision. It is one of the most important visual attributes used in image analysis, once it provides information about pixel organization at different regions of the image. This ...
Texture descriptor based on partially self-avoiding deterministic walker on networks
(PERGAMON-ELSEVIER SCIENCE LTDOXFORD, 2012-11-01)
Texture image analysis is an important field of investigation that has attracted the attention from computer vision community in the last decades. In this paper, a novel approach for texture image analysis is proposed by ...