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08/22/2022
Multilayer deep feature extraction for visual texture recognition
Convolutional neural networks have shown successful results in image cla...
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08/27/2021
Fractal measures of image local features: an application to texture recognition
Here we propose a new method for the classification of texture images co...
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08/27/2021
VisGraphNet: a complex network interpretation of convolutional neural features
Here we propose and investigate the use of visibility graphs to model th...
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02/09/2021
An application of a pseudo-parabolic modeling to texture image recognition
In this work, we present a novel methodology for texture image recogniti...
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02/09/2021
A study on a feedforward neural network to solve partial differential equations in hyperbolic-transport problems
In this work we present an application of modern deep learning methodolo...
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11/14/2020
Texture image classification based on a pseudo-parabolic diffusion model
This work proposes a novel method based on a pseudo-parabolic diffusion ...
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12/19/2016
Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension
This work presents a novel descriptor for texture images based on fracta...
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12/08/2016
Discrete Schroedinger Transform For Texture Recognition
This work presents a new procedure to extract features of grey-level tex...
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12/26/2014
Texture analysis by multi-resolution fractal descriptors
This work proposes a texture descriptor based on fractal theory. The met...
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12/26/2014
Enhancing fractal descriptors on images by combining boundary and interior of Minkowski dilation
This work proposes to obtain novel fractal descriptors from gray-level t...
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12/25/2014
Gabor wavelets combined with volumetric fractal dimension applied to texture analysis
Texture analysis and classification remain as one of the biggest challen...
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01/17/2012
Multiscale Fractal Descriptors Applied to Nanoscale Images
This work proposes the application of fractal descriptors to the analysi...
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01/15/2012