International Journal Publications

International Journal publications, sorted by year

2026

Mirella Boaro Kobal and Sabrina Alessio Camacho and Karina Alves Toledo and Leonardo Felipe dos Santos Scabini and Lucas Correia Ribas and Odemir Martinez Bruno and Osvaldo N. Oliveira Jr. and Pedro Henrique Benites Aoki. Deep learning–assisted classification of phototherapy-induced cellular responses mediated by gold shell-isolated nanoparticles. Journal of Photochemistry and Photobiology B: Biology 284:113569, 2026
Leonardo Scabini and Kallil M. Zielinski and Emir Konuk and Ricardo T. Fares and Lucas C. Ribas and Kevin Smith and Odemir M. Bruno. VORTEX: Challenging CNNs at texture recognition by using vision transformers with orderless and randomized token encodings. Neurocomputing 693:133852, 2026
Tim Van Wesemael and Gilberto Nakamura and Jan Baetens and Odemir M. Bruno and Alexandre S. Martinez and Christophe Deroulers. Restoring detailed balance in non-Hermitian Markov processes. Physical Review E 114(1):014131, 2026
Naruna E. Rodrigues and Gilberto Nakamura and Odemir M. Bruno and José Renato Alcarás and Alexandre S. Martinez. Trapped Acoustic Energy and Resonances in Spherical Scatterers. Brazilian Journal of Physics 56(2):91, 2026
Leonardo Scabini and Kallil M. Zielinski and Marilia Fernandes and Ricardo T. Fares and Lucas C. Ribas and Rosana M. Kolb and Odemir M. Bruno. Complex networks for modeling texture and spectral features of hyperspectral images for environmental analysis. Computers in Biology and Medicine 204:111504, 2026
Flavio P. Veras and Gilberto Nakamura and Marcelo A. Pereira-da-Silva and Gilia C. M. Ruiz and Carlos J. L. Constantino and Ronaldo Martins and Eurico Arruda and Fernando Q. Cunha and Odemir M. Bruno. Ultrasound effectively destabilizes and disrupts the structural integrity of enveloped respiratory viruses. Scientific Reports 16(1):8612, 2026
Jeaneth Machicao and Humberto Antunes de Almeida Filho and Kallil Zielinski and Odemir Martinez Bruno. Pattern recognition of stomatal distribution: A network automata approach to identify plasticity under environmental stress. Quantitative Plant Biology 7:e16, 2026
Elioenai M. F. Diniz and João V. C. Mazzochin and Fábio Favarim and Ildefonso Wasilevski and Marco A. C. Barbosa and Jefferson T. Oliva and Odemir M. Bruno and Luiz F. P. Southier and Dalcimar Casanova. A Novel Graph-Based Approach for Infant Fingerprint Recognition. IEEE Access 14:157120-157137, 2026

2025

Michiel Rollier and Lucas Caldeira de Oliveira and Odemir M. Bruno and Jan M. Baetens. Essential metrics for Life on graphs. Physica D: Nonlinear Phenomena 483:134950, 2025
Gonzalo Travieso and João Merenda and Odemir M. Bruno. Network classification through random walks. Chaos, Solitons & Fractals 199:116817, 2025
Leonardo Scabini and Andre Sacilotti and Kallil M. Zielinski and Lucas C. Ribas and Bernard De Baets and Odemir M. Bruno. A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis. Journal of Imaging 11(9):304, 2025
Julio C. M. C. Silva and Rafael P. Gouveia and Kallil M. C. Zielinski and Maria Cristina F. Oliveira and Diego R. Amancio and Odemir M. Bruno and Osvaldo N. Oliveira Jr.. AI-Assisted Tools for Scientific Review Writing: Opportunities and Cautions. ACS Applied Materials & Interfaces 17(34):47795-47805, 2025
Joao V. Merenda and Gonzalo Travieso and Odemir M. Bruno. Pattern recognition on networks using bifurcated deterministic self-avoiding walks. Chaos, Solitons & Fractals 194:116100, 2025
Kallil M. Zielinski and Leonardo Scabini and Lucas C. Ribas and Núbia R. da Silva and Hans Beeckman and Jan Verwaeren and Odemir M. Bruno and Bernard De Baets. Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion. Computers and Electronics in Agriculture 231:109867, 2025
João Valle and Odemir Martinez Bruno. Forecasting chaotic time series: Comparative performance of LSTM-based and Transformer-based neural network. Chaos, Solitons & Fractals 192:116034, 2025
Pedro R. A. Oiticica and Monara K. S. C. Angelim and Juliana C. Soares and Andrey C. Soares and José L. Proença-Módena and Odemir M. Bruno and Osvaldo N. Oliveira Jr.. Using Machine Learning and Optical Microscopy Image Analysis of Immunosensors Made on Plasmonic Substrates: Application to Detect the SARS-CoV-2 Virus. ACS Sensors 10(2):1407-1418, 2025
Michiel Rollier and Kallil M.C. Zielinski and Aisling J. Daly and Odemir M. Bruno and Jan M. Baetens. A comprehensive taxonomy of cellular automata. Communications in Nonlinear Science and Numerical Simulation 140:108362, 2025

2024

Lucas C. Ribas and Odemir M. Bruno. Learning a complex network representation for shape classification. Pattern Recognition 154:110566, 2024
João Paulo Cassucci dos Santos and Odemir Martinez Bruno. Application of coincidence index in the discovery of co-expressed metabolic pathways. Physical Biology 21(5):056001, 2024
Leonardo Scabini and Bernard De Baets and Odemir M. Bruno. Improving deep neural network random initialization through neuronal rewiring. Neurocomputing 599:128130, 2024
Vinicius Matheus Pimentel Ariza and Odemir Martinez Bruno. Aprendizado profundo Aplicado à classificação de doenças foliares do milho. Revista Brasileira de Computação Aplicada 16(2):75-87, 2024
Jeyse da Silva and Eryka Nobrega and Felipe Staciaki and Fernanda R. Almeida and Gabriel Wosiak and Alexis Gutierrez and Odemir Bruno and Mauro C. Lopes and Ernesto Pereira. Beyond bubbles: Unraveling the interfacial pH effects on bubble size distribution. Chemical Engineering Journal 494:152943, 2024
Sina Borzooei and Leonardo Scabini and Gisele Miranda and Saba Daneshgar and Lukas Deblieck and Odemir Bruno and Piet De Langhe and Bernard De Baets and Ingmar Nopens and Elena Torfs. Evaluation of activated sludge settling characteristics from microscopy images with deep convolutional neural networks and transfer learning. Journal of Water Process Engineering 64:105692, 2024
Lucas C. Ribas and Leonardo F. S. Scabini and Jarbas Joaci de Mesquita Sá Junior and Odemir M. Bruno. Local complex features learned by randomized neural networks for texture analysis. Pattern Analysis and Applications 27(1):23, 2024
João Valle and Odemir M. Bruno. Dynamics and patterns of the least significant digits of the infinite-arithmetic precision logistic map orbits. Chaos, Solitons & Fractals 180:114488, 2024
Lucas C. Ribas and Leonardo F.S. Scabini and Rayner H.M. Condori and Odemir M. Bruno. Color-texture classification based on spatio-spectral complex network representations. Physica A: Statistical Mechanics and its Applications 635:129518, 2024
Kallil M.C. Zielinski and Lucas C. Ribas and Jeaneth Machicao and Odemir M. Bruno. A network classification method based on density time evolution patterns extracted from network automata. Pattern Recognition 146:109946, 2024

2023

Leonardo Scabini and Kallil M. Zielinski and Lucas C. Ribas and Wesley N. Gonçalves and Bernard De Baets and Odemir M. Bruno. RADAM: Texture recognition through randomized aggregated encoding of deep activation maps. Pattern Recognition 143:109802, 2023
Mariane B. Neiva and Odemir M. Bruno. Exploring ordered patterns in the adjacency matrix for improving machine learning on complex networks. Physica A: Statistical Mechanics and its Applications 626:129086, 2023
João V.B.S. Merenda and Odemir M. Bruno. Using deterministic self-avoiding walks as a small-world metric on Watts–Strogatz networks. Physica A: Statistical Mechanics and its Applications 621:128713, 2023
Leonardo F.S. Scabini and Odemir M. Bruno. Structure and performance of fully connected neural networks: Emerging complex network properties. Physica A: Statistical Mechanics and its Applications 615:128585, 2023
Lucas D.C. de Castro and Leonardo Scabini and Lucas C. Ribas and Odemir M. Bruno and Osvaldo N. Oliveira Jr.. Machine learning and image processing to monitor strain and tensile forces with mechanochromic sensors. Expert Systems with Applications 212:118792, 2023

2022

Núbia Rosa da Silva and Victor Deklerck and Jan M. Baetens and Jan Van den Bulcke and Maaike De Ridder and Mélissa Rousseau and Odemir Martinez Bruno and Hans Beeckman and Joris Van Acker and Bernard De Baets and Jan Verwaeren. Improved wood species identification based on multi-view imagery of the three anatomical planes. Plant Methods 18(1):79, 2022
João Valle and Jeaneth Machicao and Odemir M. Bruno. Chaotical PRNG based on composition of logistic and tent maps using deep-zoom. Chaos, Solitons & Fractals 161:112296, 2022
Fernanda de Fátima da Silva Devechio and Pedro Henrique de Cerqueira Luz and Liliane Maria Romualdo and Valdo Rodrigues Herling and Mário Antônio Marin and Odemir Marinez Bruno and Álvaro Gómez Zuñinga. Calcium Deficiency Diagnosis in Maize Leaves Using Imaging Methods Based on Texture Analysis. Journal of Agricultural Science 14(3):181, 2022
Lucas C. Ribas and Jarbas Joaci de Mesquita Sá Junior and Antoine Manzanera and Odemir M. Bruno. Learning graph representation with Randomized Neural Network for dynamic texture classification. Applied Soft Computing 114:108035, 2022
Lucas C. Ribas and Rabia Riad and Rachid Jennane and Odemir M. Bruno. A complex network based approach for knee Osteoarthritis detection: Data from the Osteoarthritis initiative. Biomedical Signal Processing and Control 71:103133, 2022

2021

Jeaneth Machicao and Francesco Craighero and Davide Maspero and Fabrizio Angaroni and Chiara Damiani and Alex Graudenzi and Marco Antoniotti and Odemir M. Bruno. On the Use of Topological Features of Metabolic Networks for the Classification of Cancer Samples. Current Genomics 22(2):88-97, 2021
Rayner H. M. Condori and Odemir M. Bruno. Analysis of activation maps through global pooling measurements for texture classification. Information Sciences 555:260-279, 2021
Jeaneth Machicao and Quynh Quang Ngo and Vladimir Molchanov and Lars Linsen and Odemir Bruno. A visual analysis method of randomness for classifying and ranking pseudo-random number generators. Information Sciences 558:1-20, 2021
Jeaneth Machicao and Odemir M. Bruno and Murilo S. Baptista. Zooming into chaos as a pathway for the creation of a fast, light and reliable cryptosystem. Nonlinear Dynamics 104(1):753-764, 2021
Leonardo F.S. Scabini and Lucas C. Ribas and Mariane B. Neiva and Altamir G.B. Junior and Alex J.F. Farfán and Odemir M. Bruno. Social interaction layers in complex networks for the dynamical epidemic modeling of COVID-19 in Brazil. Physica A: Statistical Mechanics and its Applications 564:125498, 2021
Valquiria C. Rodrigues and Juliana C. Soares and Andrey C. Soares and Daniel C. Braz and Matias Eliseo Melendez and Lucas C. Ribas and Leonardo F.S. Scabini and Odemir M. Bruno and Andre Lopes Carvalho and Rui Manuel Reis and Rafaela C. Sanfelice and Osvaldo N. Oliveira Jr.. Electrochemical and optical detection and machine learning applied to images of genosensors for diagnosis of prostate cancer with the biomarker PCA3. Talanta 222:121444, 2021

2020

Miguel Carrasco and Patricio A. Toledo and Ramiro Velázquez and Odemir M. Bruno. Automatic Stomatal Segmentation Based on Delaunay-Rayleigh Frequency Distance. Plants 9(11):1613, 2020
Dyovani Coelho and Oscar A. Cuadros Linares and Aloadir L. S. Oliveira and Marcos A. S. Andrade Jr and Lucia H. Mascaro and João E. S. Batista Neto and Odemir M. Bruno and Ernesto C. Pereira. Introducing a low-cost tool for 3D characterization of pitting corrosion in stainless steel. Journal of Solid State Electrochemistry 24(8):1909-1919, 2020
Lucas C. Ribas and Jarbas Joaci de Mesquita Sá Junior and Leonardo F. S. Scabini and Odemir M. Bruno. Fusion of complex networks and randomized neural networks for texture analysis. Pattern Recognition 103:107189, 2020
Leonardo F.S. Scabini and Lucas C. Ribas and Odemir M. Bruno. Spatio-spectral networks for color-texture analysis. Information Sciences 515:64-79, 2020
Lucas C. Ribas and Jeaneth Machicao and Odemir M. Bruno. Life-Like Network Automata descriptor based on binary patterns for network classification. Information Sciences 515:156-168, 2020
Lucas C. Ribas and Odemir M. Bruno. Dynamic texture analysis using networks generated by deterministic partially self-avoiding walks. Physica A: Statistical Mechanics and its Applications 541:122105, 2020

2019

Jarbas Joaci de Mesquita Sá Junior and Lucas Correia Ribas and Odemir Martinez Bruno. Randomized neural network based signature for dynamic texture classification. Expert Systems with Applications 135:194-200, 2019
Lucas C. Ribas and Wesley N. Gonçalves and Odemir M. Bruno. Dynamic texture analysis with diffusion in networks. Digital Signal Processing 92:109-126, 2019
Gisele H.B. Miranda and Jan M. Baetens and Nathalie Bossuyt and Odemir M. Bruno and Bernard De Baets. Real-time prediction of influenza outbreaks in Belgium. Epidemics 28:100341, 2019
Jarbas Joaci de Mesquita Sá Junior and André Ricardo Backes and Odemir Martinez Bruno. Randomized neural network based signature for color texture classification. Multidimensional Systems and Signal Processing 30(3):1171-1186, 2019
Leonardo F.S. Scabini and Rayner H.M. Condori and Wesley N. Gonçalves and Odemir M. Bruno. Multilayer complex network descriptors for color–texture characterization. Information Sciences 491:30-47, 2019
Jeaneth Machicao and Marcela Alves and Murilo S. Baptista and Odemir M. Bruno. Exploiting ergodicity of the logistic map using deep-zoom to improve security of chaos-based cryptosystems. International Journal of Modern Physics C 30(5):1950033, 2019
Lucas Correia Ribas and Diogo Nunes Gonçalves and Jonathan de Andrade Silva and Amaury Antônio de Castro Jr. and Odemir Martinez Bruno and Wesley Nunes Gonçalves. Fractal dimension of bag-of-visual words. Pattern Analysis and Applications 22(1):89-98, 2019
Mayra Z. Rodriguez and Cesar H. Comin and Dalcimar Casanova and Odemir M. Bruno and Diego R. Amancio and Luciano da F. Costa and Francisco A. Rodrigues. Clustering algorithms: A comparative approach. PLOS ONE 14(1):e0210236, 2019
João Batista Florindo and Odemir Martinez Bruno. Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension. Journal of Mathematical Imaging and Vision 61(1):140-159, 2019
Lucas Correia Ribas and Mariane Barros Neiva and Odemir Martinez Bruno. Distance transform network for shape analysis. Information Sciences 470:28-42, 2019

2018

Mariane Barros Neiva and Antoine Vacavant and Odemir Martinez Bruno. Improving texture extraction and classification using smoothed morphological operators. Digital Signal Processing 83:24-34, 2018
Gisele H.B. Miranda and Jeaneth Machicao and Odemir M. Bruno. An optimized shape descriptor based on structural properties of networks. Digital Signal Processing 82:216-229, 2018
Jeaneth Machicao and Humberto A. Filho and Daniel J. G. Lahr and Marcos Buckeridge and Odemir M. Bruno. Topological assessment of metabolic networks reveals evolutionary information. Scientific Reports 8(1):15918, 2018
Jarbas Joaci de Mesquita Sá Junior and André Ricardo Backes and Odemir Martinez Bruno. Randomized neural network based descriptors for shape classification. Neurocomputing 312:201-209, 2018
Mariane Barros Neiva and Patrick Guidotti and Odemir Martinez Bruno. Enhancing LBP by preprocessing via anisotropic diffusion. International Journal of Modern Physics C 29(8):1850071, 2018
João Batista Florindo and Dalcimar Casanova and Odemir Martinez Bruno. A Gaussian pyramid approach to Bouligand–Minkowski fractal descriptors. Information Sciences 459:36-52, 2018
Humberto A. Filho and Jeaneth Machicao and Odemir M. Bruno. A hierarchical model of metabolic machinery based on the kcore decomposition of plant metabolic networks. PLOS ONE 13(5):e0195843, 2018
Jeaneth Machicao and Lucas C. Ribas and Leonardo F.S. Scabini and Odermir M. Bruno. Cellular automata rule characterization and classification using texture descriptors. Physica A: Statistical Mechanics and its Applications 497:109-117, 2018
Jeaneth Machicao and Edilson A. Corrêa Jr. and Gisele H. B. Miranda and Diego R. Amancio and Odemir M. Bruno. Authorship attribution based on Life-Like Network Automata. PLOS ONE 13(3):e0193703, 2018
Joao B. Florindo and Odemir M. Bruno. Texture classification using non-Euclidean Minkowski dilation. Physica A: Statistical Mechanics and its Applications 493:189-202, 2018
P. H. C. Luz and M. A. Marin and F. F. S. Devechio and L. M. Romualdo and A. M. G. Zuñiga and M. W. S. Oliveira and V. R. Herling and O. M. Bruno. Boron Deficiency Precisely Identified on Growth Stage V4 of Maize Crop Using Texture Image Analysis. Communications in Soil Science and Plant Analysis 49(2):159-169, 2018

2017

Jeaneth Machicao and Odemir M. Bruno. Improving the pseudo-randomness properties of chaotic maps using deep-zoom. CHAOS (WOODBURY, N.Y. ONLINE) 27(5):053116, 2017
Nubia Rosa da Silva and Maaike de Ridder and Jan M. Baetens and Jan Van den Bulcke and Melissa Rousseau and Odemir Martinez Bruno and Hans Beeckman and Joris Van Acker and Bernard De Baets. Automated classification of wood transverse cross-section micro-imagery from 77 commercial Central-African timber species. ANNALS OF FOREST SCIENCE 74(2):30, 2017
Joao B. Florindo and Odemir M. Bruno and Gabriel Landini. Morphological classification of odontogenic keratocysts using Bouligand-Minkowski fractal descriptors. COMPUTERS IN BIOLOGY AND MEDICINE 81:1-10, 2017
Humberto Antunes de Almeida Filho and Jeaneth Machicao and Odemir M. Bruno. Geometric plasticity at leaves from Ctenanthe oppenheimiana probed by measure of distances between stomata. JOURNAL OF PHYSICS. CONFERENCE SERIES (PRINT) 936(1):012094, 2017
Humberto Antunes de Almeida Filho and Jeaneth Machicao and Odemir Martinez Bruno. Geometry from stomata networks at leaves of the Ctenanthe oppenheimiana. JOURNAL OF PHYSICS. CONFERENCE SERIES (PRINT) 936(1):012085, 2017
João Batista Florindo and Odemir Martinez Bruno. Discrete Schroedinger transform for texture recognition. Information Sciences 415-416:142-155, 2017
Jeaneth Machicao and Odemir M. Bruno. A cryptographic hash function based on chaotic network automata. Journal of Physics: Conference Series 936(1):012058, 2017
Núbia Rosa da Silva and Marcos William da Silva Oliveira and Humberto Antunes de Almeida Filho and Luiz Felipe Souza Pinheiro and Rosana Marta Kolb and Odemir Martinez Bruno. Automatic Leaf Epidermis Assessment Using Fourier Descriptors in Texture Images. Bio-protocol 7(23):e2630, 2017

2016

Joao B. Florindo and Gabriel Landini and Odemir M. Bruno. Three-dimensional connectivity index for texture recognition. PATTERN RECOGNITION LETTERS 84():239-244, 2016
Gisele Helena Barboni Miranda and Jeaneth Machicao and Odemir Martinez Bruno. Exploring Spatio-temporal Dynamics of Cellular Automata for Pattern Recognition in Networks. SCIENTIFIC REPORTS 6():, 2016
Nubia Rosa da Silva and Jan M. Baetens and Marcos William da Silva Oliveira and Bernard De Baets and Odemir Martinez Bruno. Classification of cellular automata through texture analysis. INFORMATION SCIENCES 370():33-49, 2016
Wesley Nunes Goncalves and Nubia Rosa da Silva and Luciano da Fontoura Costa and Odemir Martinez Bruno. Texture recognition based on diffusion in networks. INFORMATION SCIENCES 364():51-71, 2016
Joao B. Florindo and Odemir M. Bruno. Local fractal dimension and binary patterns in texture recognition. PATTERN RECOGNITION LETTERS 78():22-27, 2016
D. Casanova and J. B. Florindo and M. Falvo and O. M. Bruno. Texture analysis using fractal descriptors estimated by the mutual interference of color channels. INFORMATION SCIENCES 346():58-72, 2016
Nubia Rosa da Silva and Marcos William da Silva Oliveira and Humberto Antunes de Almeida Filho and Luiz Felipe Souza Pinheiro and Davi Rodrigo Rossatto and Rosana Marta Kolb and Odemir Martinez Bruno. Leaf epidermis images for robust identification of plants. SCIENTIFIC REPORTS 6():, 2016
J. B. Florindo and O. M. Bruno. Texture analysis by fractal descriptors over the wavelet domain using a best basis decomposition. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 444():415-427, 2016
Gonzalo Travieso and Carlos Antonio Ruggiero and Odemir Martinez Bruno and Luciano da Fontoura Costa. A complex network approach to cloud computing. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT ():, 2016
Joao Batista Florindo and Lucas Assirati and Odemir Martinez Bruno. Locally enhancing fractal descriptors by using the non-additive entropy. PATTERN RECOGNITION LETTERS 70():32-37, 2016
Joao Batista Florindo and Odemir Martinez Bruno and Davi Rodrigo Rossatto and Rosana Marta Kolb and Maria Cecilia Gomez and Gabriel Landini. Identifying plant species using architectural features in leaf microscopy images. BOTANY 94(1):15-21, 2016

2015

Marcos William da Silva Oliveira and Nubia Rosa da Silva and Antoine Manzanera and Odernir Martinez Bruno. Feature extraction on local jet space for texture classification. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 439():160-170, 2015
Jeaneth Machicao and Jan M. Baetens and Anderson G. Marco and Bernard De Baets and Odemir M. Bruno. A dynamical systems approach to the discrimination of the modes of operation of cryptographic systems. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION 29(1-3):102-115, 2015
Joao Batista Florindo and Lucas Assirati and Odemir Martinez Bruno. Enhancing texture descriptors by a neighborhood approach to the non-additive entropy. DIGITAL SIGNAL PROCESSING 44():14-25, 2015
Joao Batista Florindo and Gabriel Landini and Odemir Martinez Bruno. Texture descriptors by a fractal analysis of three-dimensional local coarseness. DIGITAL SIGNAL PROCESSING 42():70-79, 2015
Nubia Rosa da Silva and Joao Batista Florindo and Maria Cecilia Gomez and Davi Rodrigo Rossatto and Rosana Marta Kolb and Odemir Martinez Bruno. Plant Identification Based on Leaf Midrib Cross-Section Images Using Fractal Descriptors. PLOS ONE 10(6):, 2015
Wesley Nunes Goncalyes and Bruno Brandoli Machado and Odemir Martinez Bruno. A complex network approach for dynamic texture recognition. NEUROCOMPUTING 153():211-220, 2015
Andre Ricardo Backes and Leandro Cavaleri Gerhardinger and Joao do Espirito Santo Batista Neto and Odemir Martinez Bruno. Medical image retrieval and analysis by Markov random fields and multi-scale fractal dimension. PHYSICS IN MEDICINE AND BIOLOGY 60(3):1125-1139, 2015
Nubia Rosa da Silva and Pieter Van der Weeen and Bernard De Baets and Odemir Martinez Bruno. Improved texture image classification through the use of a corrosion-inspired cellular automaton. NEUROCOMPUTING 149():1560-1572, 2015

2014

Marcos William da S. Oliveira and Dalcimar Casanova and Joao B. Florindo and Odemir M. Bruno. Enhancing fractal descriptors on images by combining boundary and interior of Minkowski dilation. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 416():41-48, 2014
L. M. Romualdo and P. H. C. Luz and F. F. S. Devechio and M. A. Marin and A. M. G. Zuniga and O. M. Bruno and V. R. Herling. Use of artificial vision techniques for diagnostic of nitrogen nutritional status in maize plants. COMPUTERS AND ELECTRONICS IN AGRICULTURE 104():63-70, 2014
Janaina S. Santos and Sherlan G. Lemos and Wesley N. Goncalves and Odemir M. Bruno and Ernesto C. Pereira. Characterization of electrical discharges during spark anodization of zirconium in different electrolytes. ELECTROCHIMICA ACTA 130():477-487, 2014
Joao Batista Florindo and Odemir Martinez Bruno. Fractal descriptors based on the probability dimension: A texture analysis and classification approach. PATTERN RECOGNITION LETTERS 42():107-114, 2014
Pieter Van der Weeen and Alexsandro M. Zimer and Ernesto C. Pereira and Lucia H. Mascaro and Odemir M. Bruno and Bernard De Baets. Modeling pitting corrosion by means of a 3D discrete stochastic model. CORROSION SCIENCE 82():133-144, 2014
Diego Raphael Amancio and Cesar Henrique Comin and Dalcimar Casanova and Gonzalo Travieso and Odemir Martinez Bruno and Francisco Aparecido Rodrigues and Luciano da Fontoura Costa. A Systematic Comparison of Supervised Classifiers. PLOS ONE 9(4):, 2014
Joao Batista Florindo and Nubia Rosa da Silva and Liliane Maria Romualdo and Fernanda de Fatima da Silva and Pedro Henrique de Cerqueira Luz and Valdo Rodrigues Herling and Odemir Martinez Bruno. Brachiaria species identification using imaging techniques based on fractal descriptors. COMPUTERS AND ELECTRONICS IN AGRICULTURE 103():48-54, 2014
Fernanda de Fatima da Silva and Pedro Henrique Cerqueira Luz and Liliane Maria Romualdo and Mario Antonio Marin and Alvaro Manuel Gomez Zuniga and Valdo Rodrigues Herling and Odemir Martinez Bruno. A Diagnostic Tool for Magnesium Nutrition in Maize Based on Image Analysis of Different Leaf Sections. CROP SCIENCE 54(2):738-745, 2014
Andre Ricardo Backes and Dalcimar Casanova and Odemir Martinez Bruno. CONTOUR POLYGONAL APPROXIMATION USING THE SHORTEST PATH IN NETWORKS. INTERNATIONAL JOURNAL OF MODERN PHYSICS C 25(2):, 2014
Ricardo Fabbri and Ivan N. Bastos and Francisco D. Moura Neto and Francisco J. P. Lopes and Wesley N. Goncalves and Odemir M. Bruno. Multi-q pattern classification of polarization curves. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 395():332-339, 2014
Wesley Nunes Goncalves and Bruno Brandoli Machado and Odemir Martinez Bruno. Texture descriptor combining fractal dimension and artificial crawlers. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 395():358-370, 2014
Alvaro G. Zuniga and Joao B. Florindo and Odemir M. Bruno. Gabor wavelets combined with volumetric fractal dimension applied to texture analysis. PATTERN RECOGNITION LETTERS 36():135-143, 2014
Bruno B. Machado and Wesley N. Gonçalves and Odemir Martinez Bruno. Artificial crawler model for texture analysis on silk fibroin scaffolds. Computational Science and Discovery 7(1):015004, 2014

2013

Wesley Nunes Goncalves and Odemir Martinez Bruno. Combining fractal and deterministic walkers for texture analysis and classification. PATTERN RECOGNITION 46(11):2953-2968, 2013
Wesley Nunes Goncalves and Odemir Martinez Bruno. Dynamic texture segmentation based on deterministic partially self-avoiding walks. COMPUTER VISION AND IMAGE UNDERSTANDING 117(9):1163-1174, 2013
Wesley Nunes Goncalves and Odemir Martinez Bruno. Dynamic texture analysis and segmentation using deterministic partially self-avoiding walks. EXPERT SYSTEMS WITH APPLICATIONS 40(11):4283-4300, 2013
Joao B. Florindo and Odemir M. Bruno. Texture analysis by multi-resolution fractal descriptors. EXPERT SYSTEMS WITH APPLICATIONS 40(10):4022-4028, 2013
Joao B. Florindo and Mariana S. Sikora and Ernesto C. Pereira and Odemir M. Bruno. Multiscale Fractal Descriptors Applied to Nanoscale Images. JOURNAL OF SUPERCONDUCTIVITY AND NOVEL MAGNETISM 26(7):2479-2484, 2013
Jarbas Joaci de Mesquita Sa Junior and Davi Rodrigo Rossatto and Rosana Marta Kolb and Odemir Martinez Bruno. A computer vision approach to quantify leaf anatomical plasticity: a case study on Gochnatia polymorpha (Less.) Cabrera. ECOLOGICAL INFORMATICS 15():34-43, 2013
Joao B. Florindo and Mariana S. Sikora and Ernesto C. Pereira and Odemir M. Bruno. Characterization of nanostructured material images using fractal descriptors. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 392(7):1694-1701, 2013
Andre Ricardo Backes and Odemir Martinez Bruno. Polygonal approximation of digital planar curves through vertex betweenness. INFORMATION SCIENCES 222():795-804, 2013
Andre R. Backes and Odemir M. Bruno. Texture analysis using volume-radius fractal dimension. APPLIED MATHEMATICS AND COMPUTATION 219(11):5870-5875, 2013
Andre Ricardo Backes and Dalcimar Casanova and Odemir Martinez Bruno. Texture analysis and classification: A complex network-based approach. INFORMATION SCIENCES 219():168-180, 2013
Gonzalo Travieso and Carlos Antônio Ruggiero and Odemir Martinez Bruno and Luciando da Fontoura Costa. Predicting Efficiency in Master–Slave Grid Computing Systems. Journal of Complex Networks ():, 2013

2012

Andre R. Backes and Joao B. Florindo and Odemir M. Bruno. Shape analysis using fractal dimension: A curvature based approach. CHAOS 22(4):, 2012
Jeaneth Machicao and Anderson G. Marco and Odemir Martinez Bruno. Chaotic encryption method based on life-like cellular automata. EXPERT SYSTEMS WITH APPLICATIONS 39(16):12626-12635, 2012
Wesley Nunes Goncalves and Andre Ricardo Backes and Alexandre Souto Martinez and Odemir Martinez Bruno. Texture descriptor based on partially self-avoiding deterministic walker on networks. EXPERT SYSTEMS WITH APPLICATIONS 39(15):11818-11829, 2012
Joao Batista Florindo and Odemir Martinez Bruno. Fractal descriptors based on Fourier spectrum applied to texture analysis. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 391(20):4909-4922, 2012
Ricardo Fabbri and Wesley N. Goncalves and Francisco J. P. Lopes and Odemir M. Bruno. Multi-q pattern analysis: A case study in image classification. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 391(19):4487-4496, 2012
Wesley Nunes Goncalves and Alexandre Souto Martinez and Odemir Martinez Bruno. Complex network classification using partially self-avoiding deterministic walks. CHAOS 22(3):, 2012
Andre Ricardo Backes and Dalcimar Casanova and Odemir Martinez Bruno. Color texture analysis based on fractal descriptors. PATTERN RECOGNITION 45(5):1984-1992, 2012
J. B. Florindo and A. R. Backes and M. de Castro and O. M. Bruno. A comparative study on multiscale fractal dimension descriptors. PATTERN RECOGNITION LETTERS 33(6):798-806, 2012

2011

Joao Batista Florindo and Odemir Martinez Bruno. Fractal descriptors in the Fourier domain applied to color texture analysis. CHAOS 21(4):, 2011
J. B. Florindo and O. M. Bruno. Closed contour fractal dimension estimation by the Fourier transform. CHAOS SOLITONS & FRACTALS 44(10):851-861, 2011
Alexsandro Mendes Zimer and Emerson Costa Rios and Paulo de Carvalho Dias Mendes and Wesley Nunes Goncalves and Odemir Martinez Bruno and Ernesto Chaves Pereira and Lucia Helena Mascaro. Investigation of AISI 1040 steel corrosion H2S solution containing chloride ions by digital image processing coupled with in electrochemical techniques. CORROSION SCIENCE 53(10):3193-3201, 2011
Joao Batista Florindo and Mario De Castro and Odemir Martinez Bruno. ENHANCING VOLUMETRIC BOULIGAND-MINKOWSKI FRACTAL DESCRIPTORS BY USING FUNCTIONAL DATA ANALYSIS. INTERNATIONAL JOURNAL OF MODERN PHYSICS C 22(9):929-952, 2011
Andre R. Backes and Alexandre S. Martinez and Odemir M. Bruno. Texture analysis using graphs generated by deterministic partially self-avoiding walks. PATTERN RECOGNITION 44(8):1684-1689, 2011
Jarbas Joaci de M. Sa Junior and Andre R. Backes and Davi Rodrigo Rossatto and Rosana M. Kolb and Odemir M. Bruno. Measuring and analyzing color and texture information in anatomical leaf cross sections: an approach using computer vision to aid plant species identification. BOTANY-BOTANIQUE 89(7):467-479, 2011
Carlos Antonio Ruggiero and Odemir Martinez Bruno and Gonzalo Travieso and Luciano da Fontoura Costa. On the efficiency of data representation on the modeling and characterization of complex networks. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 390(11):2172-2180, 2011
Andre L. Barbieri and G. F. de Arruda and Francisco A. Rodrigues and Odemir M. Bruno and Luciano da Fontoura Costa. An entropy-based approach to automatic image segmentation of satellite images. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 390(3):512-518, 2011
Davi Rodrigo Rossatto and Dalcimar Casanova and Rosana Marta Kolb and Odemir Martinez Bruno. Fractal analysis of leaf-texture properties as a tool for taxonomic and identification purposes: a case study with species from Neotropical Melastomataceae (Miconieae tribe). PLANT SYSTEMATICS AND EVOLUTION 291(1-2):103-116, 2011
Wesley Nunes Goncalves and Odemir Martinez Bruno. Automatic System for Counting Cells with Elliptical Shape. Learning and Nonlinear Models 9(1):9-19, 2011
Anderson G. Marco and Adriana B. Bruno and Francisco A. Rodrigues and Luciano da F. Costa and Odemir M. Bruno. Segmentação Automática de Áreas Urbanas em Imagens de Sensoriamento Remoto. Learning and Nonlinear Models 9(1):42-51, 2011
André Ricardo Backes and Dalcimar Casanova and Odemir Martinez Bruno. Identificação de Plantas por Análise de Textura Foliar. Learning and Nonlinear Models 9(1):84-90, 2011

2010

Joao Batista Florindo and Mario De Castro and Odemir Martinez Bruno. ENHANCING MULTISCALE FRACTAL DESCRIPTORS USING FUNCTIONAL DATA ANALYSIS. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS 20(11):3443-3460, 2010
Julio Cesar Torelli and Ricardo Fabbri and Gonzalo Travieso and Odemir Martinez Bruno. A HIGH PERFORMANCE 3D EXACT EUCLIDEAN DISTANCE TRANSFORM ALGORITHM FOR DISTRIBUTED COMPUTING. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE 24(6):897-915, 2010
Andre Ricardo Backes and Alexandre Souto Martinez and Odemir Martinez Bruno. Texture analysis based on maximum contrast walker. PATTERN RECOGNITION LETTERS 31(SI):1701-1707, 2010
Andre R. Backes and Odemir M. Bruno. Medical image retrieval based on complexity analysis. MACHINE VISION AND APPLICATIONS 21(3):217-227, 2010
Anderson Goncalves Marco and Alexandre Souto Martinez and Odemir Martinez Bruno. FAST, PARALLEL AND SECURE CRYPTOGRAPHY ALGORITHM USING LORENZ'S ATTRACTOR. INTERNATIONAL JOURNAL OF MODERN PHYSICS C 21(3):365-382, 2010
Andre Ricardo Backes and Wesley Nunes Goncalves and Alexandre Souto Martinez and Odemir Martinez Bruno. Texture analysis and classification using deterministic tourist walk. PATTERN RECOGNITION 43(3):685-694, 2010
Andre Ricardo Backes and Odemir Martinez Bruno. Shape classification using complex network and Multi-scale Fractal Dimension. PATTERN RECOGNITION LETTERS 31(1):44-51, 2010

2009

Andre Ricardo Backes and Dalcimar Casanova and Odemir Martinez Bruno. PLANT LEAF IDENTIFICATION BASED ON VOLUMETRIC FRACTAL DIMENSION. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE 23(6):1145-1160, 2009
Rodrigo De Oliveira Plotze and Odemir Martinez Bruno. AUTOMATIC LEAF STRUCTURE BIOMETRY: COMPUTER VISION TECHNIQUES AND THEIR APPLICATIONS IN PLANT TAXONOMY. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE 23(2):247-262, 2009
Dalcimar Casanova and Jarbas Joaci de Mesquita Sa Junior and Odemir Martinez Bruno. Plant Leaf Identification Using Gabor Wavelets. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 19(3):236-243, 2009
Andre Ricardo Backes and Dalcimar Casanova and Odemir Martinez Bruno. A complex network-based approach for boundary shape analysis. PATTERN RECOGNITION 42(1):54-67, 2009

2008

Odemir Martinez Bruno and Luis Gustavo Nonato and Mario Augusto Pazoti and Joao Batista Neto. Topological multi-contour decomposition for image analysis and image retrieval. PATTERN RECOGNITION LETTERS 29(11):1675-1683, 2008
Odemir Martinez Bruno and Rodrigo de Oliveira Plotze and Mauricio Falvo and Mario de Castro. Fractal dimension applied to plant identification. INFORMATION SCIENCES 178(12):2722-2733, 2008
Ricardo Fabbri and Luciano da Fontoura Costa and Julio C. Torelli and Odemir Martinez Bruno. 2D Euclidean distance transform algorithms: A comparative survey. ACM Computer Surveys 40(1):, 2008
André Ricardo Backes and Odemir Martinez Bruno. Topological multi-contour decomposition for image analysis and image retrieval. Journal of Computer Science (Infocomp) 7():74-83, 2008

2007

Joao Batista Florindo and Sergio Henrique Monari Soares and Luis Alberto Vieira de Carvalho and Odemir Martinez Bruno. Mumford-Shah algorithm applied to videokeratography image processing and consequences to refractive power values. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 87(1):61-67, 2007
Maurício Falvo and Odemir Martinez Bruno. Um algoritmo otimizado para o cálculo do gabarito da dilatação exata. Journal of Computer Science (Infocomp) 6():100-104, 2007
André Ricardo Backes and Dalcimar Casanova and Odemir Martinez Bruno. Método de aproximação poligonal de contornos utilizando redes complexas. Journal of Computer Science (Infocomp) 6():71-80, 2007
Christian Cesar Bones and Odemir Martinez Bruno. Análise do desempenho da transformada de Hough paralela em arquiteturas de memória compartilhada. Journal of Computer Science (Infocomp) 6():75-82, 2007
Rodrigo de Oliveira Plotze and Odemir Martinez Bruno. Análise de Formas e Reconhecimento de Padrões por meio da Assinatura Fractal Multiescala. Journal of Computer Science (Infocomp) 6():91-100, 2007

2006

André Ricardo Backes and Odemir Martinez Bruno. Segmentação de Texturas por Análise de Complexidade. Journal of Computer Science (Infocomp) 5():87-95, 2006
Mário Augusto Pazoti and José Dalton Cruz Pessoa and Odemir Martinez Bruno. CitrusVis: Um sistema de visão computacional no combate a pinta preta em citros. Laranja 27(2):273-286, 2006

2005

Mario Augusto Pazoti and Rogerio Eduardo Garcia and Jose Dalton Cruz Pessoa and Odemir Martinez Bruno. Comparison of shape analysis methods for Guinardia citricarpa ascospore characterization. ELECTRONIC JOURNAL OF BIOTECHNOLOGY 8(3):, 2005
LAV de Carvalho and OM Bruno. Spatial and frequency domain techniques for segmentation of Placido images and accuracy implications for videokeratography. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 79(2):111-119, 2005
RD Plotze and M Falvo and JG Padua and LC Bernacci and MLC Vieira and GCX Oliveira and OM Bruno. Leaf shape analysis using the multiscale Minkowski fractal dimension, a new morphometric method: a study with Passiflora (Passifloraceae). CANADIAN JOURNAL OF BOTANY-REVUE CANADIENNE DE BOTANIQUE 83(3):287-301, 2005
André Ricardo Backes and Odemir Martinez Bruno. Métodos para a estimativa da dimensão fractal: um estudo comparativo. Journal of Computer Science (Infocomp) 4():50-58, 2005
Luis Alberto Vieira de Carvalho and Odemir Martinez Bruno. Técnicas diferentes para análise de imagens de Plácido podem melhorar precisão da videoceratografia. 64():797-805, 2005

2004

OM Bruno and LD Costa. A parallel implementation of exact Euclidean distance transform based on exact dilations. MICROPROCESSORS AND MICROSYSTEMS 28(3):107-113, 2004
Julio Cesar Torelli and Odemir Martinez Bruno. Uma ferramenta para a realizacao de medidas de desempenho em programas paralelos. Scientia 15(1):5-13, 2004
Odemir Martinez Bruno and Ricardo de Oliveira Plotze and Luis Alberto Vieira de Carvalho. Algoritmo para processamento de imagens da retina in vivo com aplicações na biometria. Scientia 15():113-121, 2004

2001

OM Bruno and RM Cesar and LA Consularo and LD Costa. Sigma ynergos - Synergetic vision research. REAL-TIME SYSTEMS 21(1-2):7-41, 2001
Odemir Martinez Bruno and Luciano da Fontoura Costa. Lessons from an Optical Illusion - On Nature and Nurture. Neurocomputing 41(1-4):183 -185, 2001

2000

OM Bruno and LD Costa. Effective image segmentation with flexible ICM-based Markov random fields in distributed systems of personal computers. REAL-TIME IMAGING 6(4):283-295, 2000