Odemir Martinez Bruno

Orcid: 0000-0002-2945-1556

According to our database1, Odemir Martinez Bruno authored at least 156 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Local complex features learned by randomized neural networks for texture analysis.
Pattern Anal. Appl., March, 2024

A network classification method based on density time evolution patterns extracted from network automata.
Pattern Recognit., February, 2024

Prediction of Activated Sludge Settling Characteristics from Microscopy Images with Deep Convolutional Neural Networks and Transfer Learning.
CoRR, 2024

2023
RADAM: Texture recognition through randomized aggregated encoding of deep activation maps.
Pattern Recognit., November, 2023

Machine learning and image processing to monitor strain and tensile forces with mechanochromic sensors.
Expert Syst. Appl., 2023

Using deterministic tourist walk as a small-world metric on Watts-Strogatz networks.
CoRR, 2023

Exploring ordered patterns in the adjacency matrix for improving machine learning on complex networks.
CoRR, 2023

2022
Improving Deep Neural Network Random Initialization Through Neuronal Rewiring.
CoRR, 2022

A complex network based approach for knee Osteoarthritis detection: Data from the Osteoarthritis initiative.
Biomed. Signal Process. Control., 2022

Learning graph representation with Randomized Neural Network for dynamic texture classification.
Appl. Soft Comput., 2022

Deep Topological Embedding with Convolutional Neural Networks for Complex Network Classification.
Proceedings of the Network Science - 7th International Winter Conference, 2022

Complex Texture Features Learned by Applying Randomized Neural Network on Graphs.
Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

A complex network approach for fish species recognition based on otolith shape.
Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

Using fractal interpolation over complex network modeling of deep texture representation.
Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

2021
A visual analysis method of randomness for classifying and ranking pseudo-random number generators.
Inf. Sci., 2021

Analysis of activation maps through global pooling measurements for texture classification.
Inf. Sci., 2021

Chaotical PRNG based on composition of logistic and tent maps using deep-zoom.
CoRR, 2021

Structure and Performance of Fully Connected Neural Networks: Emerging Complex Network Properties.
CoRR, 2021

2020
Fusion of complex networks and randomized neural networks for texture analysis.
Pattern Recognit., 2020

Spatio-spectral networks for color-texture analysis.
Inf. Sci., 2020

Life-Like Network Automata descriptor based on binary patterns for network classification.
Inf. Sci., 2020

Learning Local Complex Features using Randomized Neural Networks for Texture Analysis.
CoRR, 2020

Social Interaction Layers in Complex Networks for the Dynamical Epidemic Modeling of COVID-19 in Brazil.
CoRR, 2020

Zooming into chaos for a fast, light and reliable cryptosystem.
CoRR, 2020

Shape Classification Using Randomized Neural Network Descriptors Extracted from the Fourier Spectrum.
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Influence of Topology on the Dynamics of in Silico Ecosystems with Non-hierarchical Competition.
Proceedings of the Cellular Automata, 2020

2019
Fractal dimension of bag-of-visual words.
Pattern Anal. Appl., 2019

Randomized neural network based signature for color texture classification.
Multidimens. Syst. Signal Process., 2019

Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension.
J. Math. Imaging Vis., 2019

Multilayer complex network descriptors for color-texture characterization.
Inf. Sci., 2019

Distance transform network for shape analysis.
Inf. Sci., 2019

Randomized neural network based signature for dynamic texture classification.
Expert Syst. Appl., 2019

Dynamic texture analysis with diffusion in networks.
Digit. Signal Process., 2019

Evaluating Deep Convolutional Neural Networks as Texture Feature Extractors.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Dynamic Texture Classification Using Deterministic Partially Self-avoiding Walks on Networks.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Deep Convolutional Neural Networks for Plant Species Characterization Based on Leaf Midrib.
Proceedings of the Computer Analysis of Images and Patterns, 2019

A Fractal-Based Approach to Network Characterization Applied to Texture Analysis.
Proceedings of the Computer Analysis of Images and Patterns, 2019

A Web-Based System to Assess Texture Analysis Methods and Datasets.
Proceedings of the Computer Analysis of Images and Patterns, 2019

2018
A Gaussian pyramid approach to Bouligand-Minkowski fractal descriptors.
Inf. Sci., 2018

Randomized neural network based descriptors for shape classification.
Neurocomputing, 2018

Improving texture extraction and classification using smoothed morphological operators.
Digit. Signal Process., 2018

An optimized shape descriptor based on structural properties of networks.
Digit. Signal Process., 2018

Exploiting ergodicity of the logistic map using deep-zoom to improve security of chaos-based cryptosystems.
CoRR, 2018

Deterministic Partially Self-avoiding Walks on Networks for Natural Shapes Classification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017
Discrete Schroedinger transform for texture recognition.
Inf. Sci., 2017

Improving LBP and its variants using anisotropic diffusion.
CoRR, 2017

Morphological classification of odontogenic keratocysts using Bouligand-Minkowski fractal descriptors.
Comput. Biol. Medicine, 2017

Pap-smear Image Classification Using Randomized Neural Network Based Signature.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Randomized Neural Network Based Signature for Classification of Titanium Alloy Microstructures.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
Three-dimensional connectivity index for texture recognition.
Pattern Recognit. Lett., 2016

Local fractal dimension and binary patterns in texture recognition.
Pattern Recognit. Lett., 2016

Locally enhancing fractal descriptors by using the non-additive entropy.
Pattern Recognit. Lett., 2016

Classification of cellular automata through texture analysis.
Inf. Sci., 2016

Texture recognition based on diffusion in networks.
Inf. Sci., 2016

Texture analysis using fractal descriptors estimated by the mutual interference of color channels.
Inf. Sci., 2016

Clustering Algorithms: A Comparative Approach.
CoRR, 2016

Texture analysis using deterministic partially self-avoiding walk with thresholds.
CoRR, 2016

Fast deterministic tourist walk for texture analysis.
CoRR, 2016

Binary Distance Transform to Improve Feature Extraction.
CoRR, 2016

Authorship Attribution Based on Life-Like Network Automata.
CoRR, 2016

2015
Improved texture image classification through the use of a corrosion-inspired cellular automaton.
Neurocomputing, 2015

A complex network approach for dynamic texture recognition.
Neurocomputing, 2015

Texture descriptors by a fractal analysis of three-dimensional local coarseness.
Digit. Signal Process., 2015

Enhancing texture descriptors by a neighborhood approach to the non-additive entropy.
Digit. Signal Process., 2015

A complex network approach to cloud computing.
CoRR, 2015

A dynamical systems approach to the discrimination of the modes of operation of cryptographic systems.
Commun. Nonlinear Sci. Numer. Simul., 2015

Multifractal Texture Analysis using a Dilation-based Hölder Exponent.
Proceedings of the VISAPP 2015, 2015

2014
Gabor wavelets combined with volumetric fractal dimension applied to texture analysis.
Pattern Recognit. Lett., 2014

Fractal descriptors based on the probability dimension: A texture analysis and classification approach.
Pattern Recognit. Lett., 2014

Enhancing fractal descriptors on images by combining boundary and interior of Minkowski dilation.
CoRR, 2014

Brachiaria species identification using imaging techniques based on fractal descriptors.
CoRR, 2014

Satellite image classification and segmentation using non-additive entropy.
CoRR, 2014

2013
Combining fractal and deterministic walkers for texture analysis and classification.
Pattern Recognit., 2013

Texture analysis and classification: A complex network-based approach.
Inf. Sci., 2013

Polygonal approximation of digital planar curves through vertex betweenness.
Inf. Sci., 2013

Dynamic texture analysis and segmentation using deterministic partially self-avoiding walks.
Expert Syst. Appl., 2013

Texture analysis by multi-resolution fractal descriptors.
Expert Syst. Appl., 2013

A computer vision approach to quantify leaf anatomical plasticity: a case study on Gochnatia polymorpha (Less.) Cabrera.
Ecol. Informatics, 2013

Dynamic texture segmentation based on deterministic partially self-avoiding walks.
Comput. Vis. Image Underst., 2013

Multi-q Pattern Classification of Polarization Curves
CoRR, 2013

Heterogeneous patterns enhancing static and dynamic texture classification
CoRR, 2013

Multiscale Fractal Descriptors Applied to Texture Classification
CoRR, 2013

Material quality assessment of silk nanofibers based on swarm intelligence
CoRR, 2013

Texture descriptor combining fractal dimension and artificial crawlers.
CoRR, 2013

Contour polygonal approximation using shortest path in networks.
CoRR, 2013

Performing edge detection by difference of Gaussians using q-Gaussian kernels.
CoRR, 2013

A systematic comparison of supervised classifiers.
CoRR, 2013

Predicting efficiency in master-slave grid computing systems.
J. Complex Networks, 2013

Texture analysis using volume-radius fractal dimension.
Appl. Math. Comput., 2013

2012
A comparative study on multiscale fractal dimension descriptors.
Pattern Recognit. Lett., 2012

Color texture analysis based on fractal descriptors.
Pattern Recognit., 2012

Chaotic encryption method based on life-like cellular automata.
Expert Syst. Appl., 2012

Texture descriptor based on partially self-avoiding deterministic walker on networks.
Expert Syst. Appl., 2012

Analysis of Multi-Scale Fractal Dimension to Classify Human Motion
CoRR, 2012

Texture Analysis And Characterization Using Probability Fractal Descriptors
CoRR, 2012

Scilab and SIP for Image Processing
CoRR, 2012

Fractal Descriptors Based on Fourier Spectrum Applied to Texture Analysis
CoRR, 2012

Image decomposition with anisotropic diffusion applied to leaf-texture analysis
CoRR, 2012

Spatiotemporal Gabor filters: a new method for dynamic texture recognition
CoRR, 2012

Multiscale Fractal Descriptors Applied to Nanoscale Images
CoRR, 2012

Fractal and Multi-Scale Fractal Dimension analysis: a comparative study of Bouligand-Minkowski method
CoRR, 2012

Fractal Descriptors in the Fourier Domain Applied to Color Texture Analysis
CoRR, 2012

Shape analysis using fractal dimension: a curvature based approach
CoRR, 2012

Enhancing Volumetric Bouligand-Minkowski Fractal Descriptors by using Functional Data Analysis
CoRR, 2012

Fast, parallel and secure cryptography algorithm using Lorenz's attractor
CoRR, 2012

Automatic system for counting cells with elliptical shape
CoRR, 2012

Closed Contour Fractal Dimension Estimation by the Fourier Transform
CoRR, 2012

Texture Classification Based on Lacunarity Descriptors.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012

RGB Color Distribution Analysis Using Volumetric Fractal Dimension.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012

IFSC/USP at ImageCLEF 2012: Plant Identification Task.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011
Texture analysis using graphs generated by deterministic partially self-avoiding walks.
Pattern Recognit., 2011

Multi-q Analysis of Image Patterns
CoRR, 2011

Complex network classification using partially self-avoiding deterministic walks
CoRR, 2011

IFSC/USP at ImageCLEF 2011: Plant Identication Task.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Enhancing the Texture Attribute with Partial Differential Equations: A Case of Study with Gabor Filters.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

Dynamic Texture Analysis and Classification Using Deterministic Partially Self-avoiding Walks.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

Fourier Fractal Descriptors for Colored Texture Analysis.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

A Method to Generate Artificial 2D Shape Contour Based in Fourier Transform and Genetic Algorithms.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010
Texture analysis based on maximum contrast walker.
Pattern Recognit. Lett., 2010

Shape classification using complex network and Multi-scale Fractal Dimension.
Pattern Recognit. Lett., 2010

Texture analysis and classification using deterministic tourist walk.
Pattern Recognit., 2010

Medical image retrieval based on complexity analysis.
Mach. Vis. Appl., 2010

A High Performance 3D Exact Euclidean Distance Transform Algorithm for Distributed Computing.
Int. J. Pattern Recognit. Artif. Intell., 2010

Enhancing Multiscale Fractal Descriptors Using Functional Data Analysis.
Int. J. Bifurc. Chaos, 2010

Leaves Shape Classification Using Curvature and Fractal Dimension.
Proceedings of the Image and Signal Processing, 4th International Conference, 2010

Plant Leaf Identification Using Color and Multi-scale Fractal Dimension.
Proceedings of the Image and Signal Processing, 4th International Conference, 2010

Shape Skeleton Classification Using Graph and Multi-scale Fractal Dimension.
Proceedings of the Image and Signal Processing, 4th International Conference, 2010

Enhancing Gabor Wavelets Using Volumetric Fractal Dimension.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

A Rotation Invariant Face Recognition Method Based on Complex Network.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

Color Texture Analysis and Classification: An Agent Approach Based on Partially Self-avoiding Deterministic Walks.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

Characterizing 3D Shapes Using Fractal Dimension.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

A Complex Network-Based Approach for Texture Analysis.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009
A complex network-based approach for boundary shape analysis.
Pattern Recognit., 2009

Plant leaf identification using Gabor wavelets.
Int. J. Imaging Syst. Technol., 2009

Automatic Leaf Structure biometry: Computer Vision Techniques and their Applications in Plant Taxonomy.
Int. J. Pattern Recognit. Artif. Intell., 2009

Plant Leaf Identification Based on Volumetric Fractal Dimension.
Int. J. Pattern Recognit. Artif. Intell., 2009

A Graph-Based Approach for Shape Skeleton Analysis.
Proceedings of the Image Analysis and Processing, 2009

Plant Leaf Identification Using Multi-scale Fractal Dimension.
Proceedings of the Image Analysis and Processing, 2009

Plant Species Identification Using Multi-scale Fractal Dimension Applied to Images of Adaxial Surface Epidermis.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

A Novel Approach to Estimate Fractal Dimension from Closed Curves.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
Topological multi-contour decomposition for image analysis and image retrieval.
Pattern Recognit. Lett., 2008

Fractal dimension applied to plant identification.
Inf. Sci., 2008

2D Euclidean distance transform algorithms: A comparative survey.
ACM Comput. Surv., 2008

A New Approach to Estimate Fractal Dimension of Texture Images.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

2007
Mumford-Shah algorithm applied to videokeratography image processing and consequences to refractive power values.
Comput. Methods Programs Biomed., 2007

Análise da Complexidade de Texturas em Imagens Urbanas Utilizando Dimensão Fractal.
Proceedings of the IX Brazilian Symposium on Geoinformatics, 2007

2006
An Image Analysis Methodology Based on Deterministic Tourist Walks.
Proceedings of the Advances in Artificial Intelligence, 2006

Deterministic Tourist Walks as an Image Analysis Methodology Based.
Proceedings of the Progress in Pattern Recognition, 2006

2005
Spatial and frequency domain techniques for segmentation of Placido images and accuracy implications for videokeratography.
Comput. Methods Programs Biomed., 2005

Circulation and Topological Control in Image Segmentation.
Proceedings of the Progress in Pattern Recognition, 2005

2004
A parallel implementation of exact Euclidean distance transform based on exact dilations.
Microprocess. Microsystems, 2004

2001
Synergos-Synergetic Vision Research.
Real Time Syst., 2001

Lessons from an Optical Illusion - On Nature and Nurture, Knowledge and Values, Edward M. Hundert (Ed.), Harvard University Press, Harvard 1995, pp 258, ISBN 0-674-52540-X.
Neurocomputing, 2001

2000
Paralelism in natural and artificial (Paralelismo em visão natural e artificial).
PhD thesis, 2000

Effective Image Segmentation with Flexible ICM-Based Markov Random Fields in Distributed Systems of Personal Computers.
Real Time Imaging, 2000

1997
Versatile Real-Time Vision Based on a Distributed System of Personal Computers.
Proceedings of the 3rd IEEE International Conference on Engineering of Complex Computer Systems (ICECCS '97), 1997


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