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Plant identification based on leaf midrib cross-section images using fractal descriptors
(Public Library Science, 2015-06-19)
The correct identification of plants is a common necessity not only to researchers but also to the lay public. Recently, computational methods have been employed to facilitate this task, however, there are few studies front ...
Multiscale Fractal Descriptors and Polynomial Classifier for Partial Pixels Identification in Regions of Interest of Mammographic Images
(Institute of Electrical and Electronics Engineers (IEEE), 2012-06-01)
Computer systems are used to support breast cancer diagnosis, with decisions taken from measurements carried out in regions of interest (ROIs). We show that support decisions obtained from square or rectangular ROIs can ...
Multiscale Fractal Descriptors and Polynomial Classifier for Partial Pixels Identification in Regions of Interest of Mammographic Images
(Institute of Electrical and Electronics Engineers (IEEE), 2012-06-01)
Computer systems are used to support breast cancer diagnosis, with decisions taken from measurements carried out in regions of interest (ROIs). We show that support decisions obtained from square or rectangular ROIs can ...
Multiscale Fractal Descriptors and Polynomial Classifier for Partial Pixels Identification in Regions of Interest of Mammographic Images
(Institute of Electrical and Electronics Engineers (IEEE), 2014)
A descriptor of speckle textures using box fractal dimension curve
(Elsevier, 2018-02)
We propose a simple generalization of the box fractal dimension in images by considering the curve obtained from its value as a function of the binarization threshold. This curve can be used to partially describe ordinary ...
Brachiaria species identification using imaging techniques based on fractal descriptors
(Elsevier BVAmsterdam, 2014-04)
The use of a rapid and accurate method in diagnosis and classification of species and/or cultivars of forage has practical relevance, scientific and trade in various areas of study, since it has broad representation in ...
Selection of CNN, Haralick and Fractal Features Based on Evolutionary Algorithms for Classification of Histological Images
(2020-12-16)
The analysis of histological image features for automatic detection of pathologies plays an important role in medicine. Considering that, we proposed a method based on the association of features extracted by multi-scale ...
Plant identification based on leaf midrib cross-section images using fractal descriptors
(Public Library of Science, 2015-06)
The correct identification of plants is a common necessity not only to researchers but also to the lay public. Recently, computational methods have been employed to facilitate this task, however, there are few studies front ...
Fractal descriptors for discrimination of microscopy images of plant leaves
(Institute of Physics - IOPBristol, 2014)
This study proposes the application of fractal descriptors method to the discrimination of microscopy images of plant leaves. Fractal descriptors have demonstrated to be a powerful discriminative method in image analysis, ...
Fractal descriptors in the Fourier domain applied to color texture analysis
(American Institute of Physics - AIPCollege Park, 2011-12)
The present work proposes the development of a novel method to provide descriptors for colored texture images. The method consists of two steps. First, we apply a linear transform in the color space of the image aiming at ...