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03/08/2023
RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps
Texture analysis is a classical yet challenging task in computer vision ...
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01/20/2023
Exploring ordered patterns in the adjacency matrix for improving machine learning on complex networks
The use of complex networks as a modern approach to understanding the wo...
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11/18/2022
A Network Classification Method based on Density Time Evolution Patterns Extracted from Network Automata
Network modeling has proven to be an efficient tool for many interdiscip...
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07/17/2022
Improving Deep Neural Network Random Initialization Through Neuronal Rewiring
The deep learning literature is continuously updated with new architectu...
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07/29/2021
Structure and Performance of Fully Connected Neural Networks: Emerging Complex Network Properties
Understanding the behavior of Artificial Neural Networks is one of the m...
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07/10/2020
Learning Local Complex Features using Randomized Neural Networks for Texture Analysis
Texture is a visual attribute largely used in many problems of image ana...
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01/10/2020
Zooming into chaos for a fast, light and reliable cryptosystem
In previous work, the k-logistic map [Machicao and Bruno, Chaos, vol. 27...
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09/13/2019
Spatio-spectral networks for color-texture analysis
Texture is one of the most-studied visual attribute for image characteri...
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08/08/2018
Exploiting ergodicity of the logistic map using deep-zoom to improve security of chaos-based cryptosystems
This paper explores the deep-zoom properties of the chaotic k-logistic m...
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06/27/2018
Dynamic texture analysis with diffusion in networks
Dynamic texture is a field of research that has gained considerable inte...
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06/24/2018
Fusion of complex networks and randomized neural networks for texture analysis
This paper presents a high discriminative texture analysis method based ...
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04/02/2018
Multilayer Complex Network Descriptors for Color-Texture Characterization
A new method based on complex networks is proposed for color-texture ana...
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11/14/2017
An optimized shape descriptor based on structural properties of networks
The structural analysis of shape boundaries leads to the characterizatio...
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03/13/2017
Improving LBP and its variants using anisotropic diffusion
The main purpose of this paper is to propose a new preprocessing step in...
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12/26/2016
Clustering Algorithms: A Comparative Approach
Many real-world systems can be studied in terms of pattern recognition t...
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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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10/20/2016
Authorship Attribution Based on Life-Like Network Automata
The authorship attribution is a problem of considerable practical and te...
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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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12/25/2014
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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12/25/2014
Texture analysis using volume-radius fractal dimension
Texture plays an important role in computer vision. It is one of the mos...
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11/11/2013
Performing edge detection by difference of Gaussians using q-Gaussian kernels
In image processing, edge detection is a valuable tool to perform the ex...
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05/10/2013
Multi-q Pattern Classification of Polarization Curves
Several experimental measurements are expressed in the form of one-dimen...
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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
Shape analysis using fractal dimension: a curvature based approach
The present work shows a novel fractal dimension method for shape analys...
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12/29/2011
