João Batista Florindo

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 45

Top Topics

Fractal Dimension

Texture Recognition

Top Venues

Multim. Tools Appl.

Pattern Recognit. Lett.

Publications

João Batista Florindo
Fractal pooling: A new strategy for texture recognition using convolutional neural networks. Expert Syst. Appl. 243 (2024)
João Batista Florindo, Eduardo Abreu
A pseudo-parabolic diffusion model to enhance deep neural texture features. Multim. Tools Appl. 83 (4) (2024)
Lucas O. Lyra, Antonio Elias Fabris, João Batista Florindo
A multilevel pooling scheme in convolutional neural networks for texture image recognition. Appl. Soft Comput. 152 (2024)
João Batista Florindo, André R. Backes, Acacio Neckel
ELMP-Net: The successive application of a randomized local transform for texture classification. Pattern Recognit. 153 (2024)
Jardel Vieira, Eduardo Abreu, João Batista Florindo
Texture image classification based on a pseudo-parabolic diffusion model. Multim. Tools Appl. 82 (3) (2023)
Marina M. M. Rocha, Gabriel Landini, João Batista Florindo
Medical image classification using a combination of features from convolutional neural networks. Multim. Tools Appl. 82 (13) (2023)
João Batista Florindo, Acacio Neckel
A randomized network approach to multifractal texture descriptors. Inf. Sci. 648 (2023)
João Batista Florindo, Estevão Esmi Laureano
BoFF: A bag of fuzzy deep features for texture recognition. Expert Syst. Appl. 219 (2023)
João Batista Florindo
Wavelet Transform for the Analysis of Convolutional Neural Networks in Texture Recognition. VISIGRAPP (4: VISAPP) (2022)
Pedro Neves, José Fornari, João Batista Florindo
Generating music with sentiment using Transformer-GANs. CoRR (2022)
Victor Alexandre Gomes Weil, João Batista Florindo
Neural Architecture Search Applied to Hybrid Morphological Neural Networks. BRACIS (2) (2022)
Lucas O. Lyra, Antonio Elias Fabris, João Batista Florindo
Multilayer deep feature extraction for visual texture recognition. CoRR (2022)
Pedro Lucas Tomaz Neves, José Fornari, João Batista Florindo
Self-attention generative adversarial networks applied to conditional music generation. Multim. Tools Appl. 81 (17) (2022)
Pedro L. T. Neves, José Fornari, João Batista Florindo
Generating music with sentiment using Transformer-GANs. ISMIR (2022)
João Batista Florindo, Odemir Martinez Bruno
Using fractal interpolation over complex network modeling of deep texture representation. IPTA (2022)
Pedro M. Silva, João Batista Florindo
Fractal measures of image local features: an application to texture recognition. Multim. Tools Appl. 80 (9) (2021)
Kallil M. C. Zielinski, Lucas V. Hendges, João Batista Florindo, Yuri K. Lopes, Richardson Ribeiro, Marcelo Teixeira, Dalcimar Casanova
Flexible control of Discrete Event Systems using environment simulation and Reinforcement Learning. Appl. Soft Comput. 111 (2021)
João Batista Florindo, Young-Sup Lee, Kyungkoo Jun, Gwanggil Jeon, Marcelo K. Albertini
VisGraphNet: a complex network interpretation of convolutional neural features. CoRR (2021)
João Batista Florindo
Reorganizing local image features with chaotic maps: an application to texture recognition. Multim. Tools Appl. 80 (19) (2021)
João Batista Florindo, Eduardo Abreu
An Application of a Pseudo-Parabolic Modeling to Texture Image Recognition. ICCS (2) (2021)
João Batista Florindo, Young-Sup Lee, Kyungkoo Jun, Gwanggil Jeon, Marcelo Keese Albertini
VisGraphNet: A complex network interpretation of convolutional neural features. Inf. Sci. 543 (2021)
João Batista Florindo, Konradin Metze
A cellular automata approach to local patterns for texture recognition. Expert Syst. Appl. 179 (2021)
João Batista Florindo, Eduardo Abreu
An application of a pseudo-parabolic modeling to texture image recognition. CoRR (2021)
Pedro M. Silva, João Batista Florindo
Fractal measures of image local features: an application to texture recognition. CoRR (2021)
Eduardo Abreu, João Batista Florindo
A study on a feedforward neural network to solve partial differential equations in hyperbolic-transport problems. CoRR (2021)
João Batista Florindo, Konradin Metze
Using Non-Additive Entropy to Enhance Convolutional Neural Features for Texture Recognition. Entropy 23 (10) (2021)
Eduardo Abreu, João Batista Florindo
A Study on a Feedforward Neural Network to Solve Partial Differential Equations in Hyperbolic-Transport Problems. ICCS (2) (2021)
João Batista Florindo
DSTNet: Successive applications of the discrete Schroedinger transform for texture recognition. Inf. Sci. 507 (2020)
João Batista Florindo, Konradin Metze
A cellular automata approach to local patterns for texture recognition. CoRR (2020)
João Batista Florindo
Reorganizing local image features with chaotic maps: an application to texture recognition. CoRR (2020)
Jardel Vieira, Eduardo Abreu, João Batista Florindo
Texture image classification based on a pseudo-parabolic diffusion model. CoRR (2020)
Pedro M. Silva, João Batista Florindo
Using down-sampling for multiscale analysis of texture images. Pattern Recognit. Lett. 125 (2019)
Peter Sussner, Estevão Esmi, João Batista Florindo
A New Algorithm for Designing Θ-Fuzzy Associative Memories Based on Subsethood Measures. FUZZ-IEEE (2019)
João Batista Florindo, Odemir Martinez Bruno
Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension. J. Math. Imaging Vis. 61 (1) (2019)
João Batista Florindo
Dirichlet Series in Complex Network Modeling of Texture Images. CIARP (2018)
João Batista Florindo, Dalcimar Casanova, Odemir Martinez Bruno
A Gaussian pyramid approach to Bouligand-Minkowski fractal descriptors. Inf. Sci. 459 (2018)
João Batista Florindo, Odemir Martinez Bruno
Discrete Schroedinger transform for texture recognition. Inf. Sci. 415 (2017)
João Batista Florindo, Odemir M. Bruno, Gabriel Landini
Morphological classification of odontogenic keratocysts using Bouligand-Minkowski fractal descriptors. Comput. Biol. Medicine 81 (2017)
João Batista Florindo
Singular spectrum decomposition of Bouligand-Minkowski fractal descriptors: an application to the classification of texture Images. ICMV (2017)
João Batista Florindo, Odemir M. Bruno
Local fractal dimension and binary patterns in texture recognition. Pattern Recognit. Lett. 78 (2016)
João Batista Florindo, Gabriel Landini, Odemir M. Bruno
Three-dimensional connectivity index for texture recognition. Pattern Recognit. Lett. 84 (2016)
João Batista Florindo, Lucas Assirati, Odemir Martinez Bruno
Locally enhancing fractal descriptors by using the non-additive entropy. Pattern Recognit. Lett. 70 (2016)
João Batista Florindo, Odemir M. Bruno
Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension. CoRR (2016)
Dalcimar Casanova, João Batista Florindo, Mauricio Falvo, Odemir Martinez Bruno
Texture analysis using fractal descriptors estimated by the mutual interference of color channels. Inf. Sci. (2016)
João Batista Florindo, Odemir M. Bruno
Discrete Schroedinger Transform For Texture Recognition. CoRR (2016)
João Batista Florindo, Gabriel Landini, Odemir Martinez Bruno
Texture descriptors by a fractal analysis of three-dimensional local coarseness. Digit. Signal Process. 42 (2015)
João Batista Florindo, Odemir Martinez Bruno, Gabriel Landini
Multifractal Texture Analysis using a Dilation-based Hölder Exponent. VISAPP (1) (2015)
João Batista Florindo, Lucas Assirati, Odemir Martinez Bruno
Enhancing texture descriptors by a neighborhood approach to the non-additive entropy. Digit. Signal Process. 44 (2015)
João Batista Florindo, Odemir M. Bruno
Texture analysis by multi-resolution fractal descriptors. CoRR (2014)
João Batista Florindo, Odemir Martinez Bruno
Fractal descriptors based on the probability dimension: A texture analysis and classification approach. Pattern Recognit. Lett. 42 (2014)
João Batista Florindo, Odemir Martinez Bruno
Fractal descriptors based on the probability dimension: a texture analysis and classification approach. CoRR (2014)
Álvaro Gomez Zuñiga, João Batista Florindo, Odemir M. Bruno
Gabor wavelets combined with volumetric fractal dimension applied to texture analysis. CoRR (2014)
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
Brachiaria species identification using imaging techniques based on fractal descriptors. CoRR (2014)
Álvaro Gomez Zuñiga, João Batista Florindo, Odemir M. Bruno
Gabor wavelets combined with volumetric fractal dimension applied to texture analysis. Pattern Recognit. Lett. 36 (2014)
Marcos W. S. Oliveira, Dalcimar Casanova, João Batista Florindo, Odemir Martinez Bruno
Enhancing fractal descriptors on images by combining boundary and interior of Minkowski dilation. CoRR (2014)
João Batista Florindo, Odemir M. Bruno
Texture analysis by multi-resolution fractal descriptors. Expert Syst. Appl. 40 (10) (2013)
João Batista Florindo, Odemir Martinez Bruno
Multiscale Fractal Descriptors Applied to Texture Classification CoRR (2013)
João Batista Florindo, Odemir Martinez Bruno
Texture Classification Based on Lacunarity Descriptors. ICISP (2012)
João Batista Florindo, André Ricardo Backes, Mário de Castro, Odemir Martinez Bruno
A comparative study on multiscale fractal dimension descriptors. Pattern Recognit. Lett. 33 (6) (2012)
João Batista Florindo, Odemir Martinez Bruno
Texture Analysis And Characterization Using Probability Fractal Descriptors CoRR (2012)
Dalcimar Casanova, João Batista Florindo, Wesley Nunes Gonçalves, Odemir Martinez Bruno
IFSC/USP at ImageCLEF 2012: Plant Identification Task. CLEF (Online Working Notes/Labs/Workshop) (2012)
João Batista Florindo, Odemir Martinez Bruno
Closed Contour Fractal Dimension Estimation by the Fourier Transform CoRR (2012)
João Batista Florindo, Odemir Martinez Bruno
Fractal Descriptors in the Fourier Domain Applied to Color Texture Analysis CoRR (2012)
João Batista Florindo, Odemir Martinez Bruno
Fractal Descriptors Based on Fourier Spectrum Applied to Texture Analysis CoRR (2012)
João Batista Florindo, Mário de Castro, Odemir Martinez Bruno
Enhancing Volumetric Bouligand-Minkowski Fractal Descriptors by using Functional Data Analysis CoRR (2012)
André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno
Shape analysis using fractal dimension: a curvature based approach CoRR (2012)
João Batista Florindo, Mariana S. Sikora, Ernesto C. Pereira, Odemir Martinez Bruno
Multiscale Fractal Descriptors Applied to Nanoscale Images CoRR (2012)
Dalcimar Casanova, João Batista Florindo, Odemir Martinez Bruno
IFSC/USP at ImageCLEF 2011: Plant Identication Task. CLEF (Notebook Papers/Labs/Workshop) (2011)
João Batista Florindo, Odemir Martinez Bruno
Fourier Fractal Descriptors for Colored Texture Analysis. ACIVS (2011)
Mauricio Falvo, João Batista Florindo, Odemir Martinez Bruno
A Method to Generate Artificial 2D Shape Contour Based in Fourier Transform and Genetic Algorithms. ACIVS (2011)
João Batista Florindo, Mário de Castro, Odemir Martinez Bruno
Enhancing Multiscale Fractal Descriptors Using Functional Data Analysis. Int. J. Bifurc. Chaos 20 (11) (2010)
João Batista Florindo, André Ricardo Backes, Odemir Martinez Bruno
Leaves Shape Classification Using Curvature and Fractal Dimension. ICISP (2010)
André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno
A Novel Approach to Estimate Fractal Dimension from Closed Curves. CAIP (2009)
João Batista Florindo, Sérgio Henrique Monari Soares, Luis Alberto Vieira de Carvalho, Odemir Martinez Bruno
Mumford-Shah algorithm applied to videokeratography image processing and consequences to refractive power values. Comput. Methods Programs Biomed. 87 (1) (2007)