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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 ...
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. ...
Medical image retrieval based on complexity analysis
(SPRINGER, 2010)
Texture is one of the most important visual attributes used in image analysis. It is used in many content-based image retrieval systems, where it allows the identification of a larger number of images from distinct origins. ...
Discriminating image textures with the multiscale two-dimensional complexity-entropy causality plane
(Pergamon-Elsevier Science Ltd, 2016-10)
The aim of this paper is to further explore the usefulness of the two-dimensional complexity-entropy causality plane as a texture image descriptor. A multiscale generalization is introduced in order to distinguish between ...
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 analysis based on maximum contrast walker
(ELSEVIER SCIENCE BV, 2010)
Recently, the deterministic tourist walk has emerged as a novel approach for texture analysis. This method employs a traveler visiting image pixels using a deterministic walk rule. Resulting trajectories provide clues about ...
Texture analysis of cone-beam computed tomography images assists the detection of furcal lesion
(2020-09-01)
Background: The aim of this study was to apply texture analysis (TA) to cone-beam computed tomography (CBCT) scans of patients with grade C periodontitis for detection of non-visible changes in the image. Methods: TA was ...
Fractal descriptors based on the probability dimension: a texture analysis and classification approach
(Elsevier BVAmsterdam, 2014-06)
In this work, we propose a novel technique for obtaining descriptors of gray-level texture images. The descriptors are provided by applying a multiscale transform to the fractal dimension of the image estimated through the ...
Texture and Color Analysis of Lentils and Rice for Instant Meal Using Image Processing Techniques
(Wiley Blackwell Publishing, Inc, 2016-10)
Typical approaches for measuring color and texture properties are mostly time-consuming. An image-based method was used to evaluate texture and color in lentils and rice subjected to freeze-drying for an instant meal. ...
Multi-scale gray level co-occurrence matrices for texture description
(Elsevier Science BvAmsterdamHolanda, 2013)