João Batista Florindo

According to our database, João Batista Florindo authored at least 63 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Enhancing skin aging parameter assessment in clinical trials: AI-Driven analysis of ultrasound images.

Mariane Massufero Vergilio, Samara Flamini Kiihl, João Batista Florindo, Gislaine Ricci Leonardi

Biomed. Signal Process. Control., 2025

2024

Renyi entropy analysis of a deep convolutional representation for texture recognition.

João Batista Florindo

Appl. Soft Comput., December, 2024

A pseudo-parabolic diffusion model to enhance deep neural texture features.

João Batista Florindo, Eduardo Abreu

Multim. Tools Appl., January, 2024

ELMP-Net: The successive application of a randomized local transform for texture classification.

João Batista Florindo, André R. Backes, Acacio Neckel

Pattern Recognit., 2024

Fractal pooling: A new strategy for texture recognition using convolutional neural networks.

João Batista Florindo

Expert Syst. Appl., 2024

A multilevel pooling scheme in convolutional neural networks for texture image recognition.

Lucas O. Lyra, Antonio Elias Fabris, João Batista Florindo

Appl. Soft Comput., 2024

2023

A randomized network approach to multifractal texture descriptors.

João Batista Florindo, Acacio Neckel

Inf. Sci., November, 2023

BoFF: A bag of fuzzy deep features for texture recognition.

João Batista Florindo, Estevão Esmi Laureano

Expert Syst. Appl., June, 2023

Medical image classification using a combination of features from convolutional neural networks.

Marina M. M. Rocha, Gabriel Landini, João Batista Florindo

Multim. Tools Appl., May, 2023

Texture image classification based on a pseudo-parabolic diffusion model.

Jardel Vieira, Eduardo Abreu, João Batista Florindo

Multim. Tools Appl., 2023

2022

Self-attention generative adversarial networks applied to conditional music generation.

Pedro Lucas Tomaz Neves, José Fornari, João Batista Florindo

Multim. Tools Appl., 2022

Multilayer deep feature extraction for visual texture recognition.

Lucas O. Lyra, Antonio Elias Fabris, João Batista Florindo

CoRR, 2022

Wavelet Transform for the Analysis of Convolutional Neural Networks in Texture Recognition.

João Batista Florindo

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Generating music with sentiment using Transformer-GANs.

Pedro L. T. Neves, José Fornari, João Batista Florindo

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Using fractal interpolation over complex network modeling of deep texture representation.

João Batista Florindo, Odemir Martinez Bruno

Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

Neural Architecture Search Applied to Hybrid Morphological Neural Networks.

Victor Alexandre Gomes Weil, João Batista Florindo

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Fractal measures of image local features: an application to texture recognition.

Pedro M. Silva, João Batista Florindo

Multim. Tools Appl., 2021

Reorganizing local image features with chaotic maps: an application to texture recognition.

João Batista Florindo

Multim. Tools Appl., 2021

VisGraphNet: A complex network interpretation of convolutional neural features.

João Batista Florindo, Young-Sup Lee, Kyungkoo Jun, Gwanggil Jeon, Marcelo Keese Albertini

Inf. Sci., 2021

A cellular automata approach to local patterns for texture recognition.

João Batista Florindo, Konradin Metze

Expert Syst. Appl., 2021

Using Non-Additive Entropy to Enhance Convolutional Neural Features for Texture Recognition.

João Batista Florindo, Konradin Metze

Entropy, 2021

Flexible control of Discrete Event Systems using environment simulation and Reinforcement Learning.

Kallil M. C. Zielinski, Lucas V. Hendges, João Batista Florindo, Yuri K. Lopes, Richardson Ribeiro, Marcelo Teixeira, Dalcimar Casanova

Appl. Soft Comput., 2021

An Application of a Pseudo-Parabolic Modeling to Texture Image Recognition.

João Batista Florindo, Eduardo Abreu

Proceedings of the Computational Science - ICCS 2021, 2021

A Study on a Feedforward Neural Network to Solve Partial Differential Equations in Hyperbolic-Transport Problems.

Eduardo Abreu, João Batista Florindo

Proceedings of the Computational Science - ICCS 2021, 2021

2020

DSTNet: Successive applications of the discrete Schroedinger transform for texture recognition.

João Batista Florindo

Inf. Sci., 2020

2019

Using down-sampling for multiscale analysis of texture images.

Pedro M. Silva, João Batista Florindo

Pattern Recognit. Lett., 2019

Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension.

João Batista Florindo, Odemir Martinez Bruno

J. Math. Imaging Vis., 2019

A New Algorithm for Designing Θ-Fuzzy Associative Memories Based on Subsethood Measures.

Peter Sussner, Estevão Esmi, João Batista Florindo

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

A Gaussian pyramid approach to Bouligand-Minkowski fractal descriptors.

João Batista Florindo, Dalcimar Casanova, Odemir Martinez Bruno

Inf. Sci., 2018

Dirichlet Series in Complex Network Modeling of Texture Images.

João Batista Florindo

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Discrete Schroedinger transform for texture recognition.

João Batista Florindo, Odemir Martinez Bruno

Inf. Sci., 2017

Morphological classification of odontogenic keratocysts using Bouligand-Minkowski fractal descriptors.

João Batista Florindo, Odemir M. Bruno, Gabriel Landini

Comput. Biol. Medicine, 2017

Singular spectrum decomposition of Bouligand-Minkowski fractal descriptors: an application to the classification of texture Images.

João Batista Florindo

Proceedings of the Tenth International Conference on Machine Vision, 2017

2016

Three-dimensional connectivity index for texture recognition.

João Batista Florindo, Gabriel Landini, Odemir M. Bruno

Pattern Recognit. Lett., 2016

Local fractal dimension and binary patterns in texture recognition.

João Batista Florindo, Odemir M. Bruno

Pattern Recognit. Lett., 2016

Locally enhancing fractal descriptors by using the non-additive entropy.

João Batista Florindo, Lucas Assirati, Odemir Martinez Bruno

Pattern Recognit. Lett., 2016

Texture analysis using fractal descriptors estimated by the mutual interference of color channels.

Dalcimar Casanova, João Batista Florindo, Mauricio Falvo, Odemir Martinez Bruno

Inf. Sci., 2016

2015

Texture descriptors by a fractal analysis of three-dimensional local coarseness.

João Batista Florindo, Gabriel Landini, Odemir Martinez Bruno

Digit. Signal Process., 2015

Enhancing texture descriptors by a neighborhood approach to the non-additive entropy.

João Batista Florindo, Lucas Assirati, Odemir Martinez Bruno

Digit. Signal Process., 2015

Multifractal Texture Analysis using a Dilation-based Hölder Exponent.

João Batista Florindo, Odemir Martinez Bruno, Gabriel Landini

Proceedings of the VISAPP 2015, 2015

2014

Gabor wavelets combined with volumetric fractal dimension applied to texture analysis.

Álvaro Gomez Zuñiga, João Batista Florindo, Odemir M. Bruno

Pattern Recognit. Lett., 2014

Fractal descriptors based on the probability dimension: A texture analysis and classification approach.

João Batista Florindo, Odemir Martinez Bruno

Pattern Recognit. Lett., 2014

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

Marcos W. S. Oliveira, Dalcimar Casanova, João Batista Florindo, Odemir Martinez Bruno

CoRR, 2014

Brachiaria species identification using imaging techniques based on fractal descriptors.

João Batista Florindo, Núbia Rosa da Silva, Liliane Maria Romualdo, Fernanda de Fátima da Silva, Pedro Henrique de Cerqueira Luz, Valdo Rodrigues Herling, Odemir Martinez Bruno

CoRR, 2014

2013

Texture analysis by multi-resolution fractal descriptors.

João Batista Florindo, Odemir M. Bruno

Expert Syst. Appl., 2013

Multiscale Fractal Descriptors Applied to Texture Classification

João Batista Florindo, Odemir Martinez Bruno

CoRR, 2013

2012

A comparative study on multiscale fractal dimension descriptors.

João Batista Florindo, André Ricardo Backes, Mário de Castro, Odemir Martinez Bruno

Pattern Recognit. Lett., 2012

Texture Analysis And Characterization Using Probability Fractal Descriptors

João Batista Florindo, Odemir Martinez Bruno

CoRR, 2012

Fractal Descriptors Based on Fourier Spectrum Applied to Texture Analysis

João Batista Florindo, Odemir Martinez Bruno

CoRR, 2012

Multiscale Fractal Descriptors Applied to Nanoscale Images

João Batista Florindo, Mariana S. Sikora, Ernesto C. Pereira, Odemir Martinez Bruno

CoRR, 2012

Fractal Descriptors in the Fourier Domain Applied to Color Texture Analysis

João Batista Florindo, Odemir Martinez Bruno

CoRR, 2012

Shape analysis using fractal dimension: a curvature based approach

André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno

CoRR, 2012

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

João Batista Florindo, Mário de Castro, Odemir Martinez Bruno

CoRR, 2012

Closed Contour Fractal Dimension Estimation by the Fourier Transform

João Batista Florindo, Odemir Martinez Bruno

CoRR, 2012

Texture Classification Based on Lacunarity Descriptors.

João Batista Florindo, Odemir Martinez Bruno

Proceedings of the Image and Signal Processing - 5th International Conference, 2012

IFSC/USP at ImageCLEF 2012: Plant Identification Task.

Dalcimar Casanova, João Batista Florindo, Wesley Nunes Gonçalves, Odemir Martinez Bruno

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011

IFSC/USP at ImageCLEF 2011: Plant Identication Task.

Dalcimar Casanova, João Batista Florindo, Odemir Martinez Bruno

Proceedings of the CLEF 2011 Labs and Workshop, 2011

Fourier Fractal Descriptors for Colored Texture Analysis.

João Batista Florindo, Odemir Martinez Bruno

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.

Mauricio Falvo, João Batista Florindo, Odemir Martinez Bruno

Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010

Enhancing Multiscale Fractal Descriptors Using Functional Data Analysis.

João Batista Florindo, Mário de Castro, Odemir Martinez Bruno

Int. J. Bifurc. Chaos, 2010

Leaves Shape Classification Using Curvature and Fractal Dimension.

João Batista Florindo, André Ricardo Backes, Odemir Martinez Bruno

Proceedings of the Image and Signal Processing, 4th International Conference, 2010

2009

A Novel Approach to Estimate Fractal Dimension from Closed Curves.

André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno

Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2007

Mumford-Shah algorithm applied to videokeratography image processing and consequences to refractive power values.

João Batista Florindo, Sérgio Henrique Monari Soares, Luis Alberto Vieira de Carvalho, Odemir Martinez Bruno

Comput. Methods Programs Biomed., 2007