João Batista Florindo

82 papers B 4C 5Journal 60Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Chaos-SSL: An Attention-Based Self-Supervised Learning Framework with Chaotic Transformation for Medical Image Classification. VISAPP (1) João Batista Florindo
2025	—	`conf`	A Multifractal-Based Masked Auto-Encoder: An Application to Medical Images. VISIGRAPP (3): VISAPP João Batista Florindo, Viviane de Moura
2025	—	`conf`	Approximating Condorcet Ordering for Vector-Valued Mathematical Morphology. DGMM Marcos Eduardo Valle, Santiago Velasco-Forero, João Batista Florindo, Gustavo Jesus Angulo
2025	J	`jnl`	Approximating Condorcet Ordering for Vector-valued Mathematical Morphology. CoRR Marcos Eduardo Valle, Santiago Velasco-Forero, João Batista Florindo, Gustavo Jesus Angulo
2025	J	`jnl`	Enhancing skin aging parameter assessment in clinical trials: AI-Driven analysis of ultrasound images. Biomed. Signal Process. Control. Mariane Massufero Vergilio, Samara Flamini Kiihl, João Batista Florindo, Gislaine Ricci Leonardi
2025	—	`conf`	Sleep-Stage Efficient Classification Using a Lightweight Self-Supervised Model. VISIGRAPP (2): VISAPP Eldiane Borges dos Santos Durães, João Batista Florindo
2024	J	`jnl`	A multilevel pooling scheme in convolutional neural networks for texture image recognition. Appl. Soft Comput. Lucas O. Lyra, Antonio Elias Fabris, João Batista Florindo
2024	J	`jnl`	A pseudo-parabolic diffusion model to enhance deep neural texture features. Multim. Tools Appl. João Batista Florindo, Eduardo Abreu
2024	B	`conf`	An Empirical Fractal Measure to Predict the Generalization of Deep Neural Networks. SMC João Batista Florindo, Davi W. Misturini
2024	J	`jnl`	ELMP-Net: The successive application of a randomized local transform for texture classification. Pattern Recognit. João Batista Florindo, André R. Backes, Acacio Neckel
2024	J	`jnl`	Fractal pooling: A new strategy for texture recognition using convolutional neural networks. Expert Syst. Appl. João Batista Florindo
2024	J	`jnl`	Renyi entropy analysis of a deep convolutional representation for texture recognition. Appl. Soft Comput. João Batista Florindo
2023	J	`jnl`	A randomized network approach to multifractal texture descriptors. Inf. Sci. João Batista Florindo, Acacio Neckel
2023	J	`jnl`	BoFF: A bag of fuzzy deep features for texture recognition. Expert Syst. Appl. João Batista Florindo, Estevão Esmi Laureano
2023	J	`jnl`	Medical image classification using a combination of features from convolutional neural networks. Multim. Tools Appl. Marina M. M. Rocha, Gabriel Landini, João Batista Florindo
2023	J	`jnl`	Texture image classification based on a pseudo-parabolic diffusion model. Multim. Tools Appl. Jardel Vieira, Eduardo Abreu, João Batista Florindo
2022	—	`conf`	Generating music with sentiment using Transformer-GANs. ISMIR Pedro L. T. Neves, José Fornari, João Batista Florindo
2022	J	`jnl`	Generating music with sentiment using Transformer-GANs. CoRR Pedro L. T. Neves, José Fornari, João Batista Florindo
2022	J	`jnl`	Multilayer deep feature extraction for visual texture recognition. CoRR Lucas O. Lyra, Antonio Elias Fabris, João Batista Florindo
2022	—	`conf`	Neural Architecture Search Applied to Hybrid Morphological Neural Networks. BRACIS (2) Victor Alexandre Gomes Weil, João Batista Florindo
2022	J	`jnl`	Self-attention generative adversarial networks applied to conditional music generation. Multim. Tools Appl. Pedro Lucas Tomaz Neves, José Fornari, João Batista Florindo
2022	—	`conf`	Using fractal interpolation over complex network modeling of deep texture representation. IPTA João Batista Florindo, Odemir Martinez Bruno
2022	—	`conf`	Wavelet Transform for the Analysis of Convolutional Neural Networks in Texture Recognition. VISIGRAPP (4: VISAPP) João Batista Florindo
2021	—	`conf`	A Study on a Feedforward Neural Network to Solve Partial Differential Equations in Hyperbolic-Transport Problems. ICCS (2) Eduardo Abreu, João Batista Florindo
2021	J	`jnl`	A cellular automata approach to local patterns for texture recognition. Expert Syst. Appl. João Batista Florindo, Konradin Metze
2021	J	`jnl`	A study on a feedforward neural network to solve partial differential equations in hyperbolic-transport problems. CoRR Eduardo Abreu, João Batista Florindo
2021	—	`conf`	An Application of a Pseudo-Parabolic Modeling to Texture Image Recognition. ICCS (2) João Batista Florindo, Eduardo Abreu
2021	J	`jnl`	An application of a pseudo-parabolic modeling to texture image recognition. CoRR João Batista Florindo, Eduardo Abreu
2021	J	`jnl`	Flexible control of Discrete Event Systems using environment simulation and Reinforcement Learning. Appl. Soft Comput. Kallil M. C. Zielinski, Lucas V. Hendges, João Batista Florindo, Yuri K. Lopes, Richardson Ribeiro, Marcelo Teixeira, Dalcimar Casanova
2021	J	`jnl`	Fractal measures of image local features: an application to texture recognition. CoRR Pedro M. Silva, João Batista Florindo
2021	J	`jnl`	Fractal measures of image local features: an application to texture recognition. Multim. Tools Appl. Pedro M. Silva, João Batista Florindo
2021	J	`jnl`	Reorganizing local image features with chaotic maps: an application to texture recognition. Multim. Tools Appl. João Batista Florindo
2021	J	`jnl`	Using Non-Additive Entropy to Enhance Convolutional Neural Features for Texture Recognition. Entropy João Batista Florindo, Konradin Metze
2021	J	`jnl`	VisGraphNet: A complex network interpretation of convolutional neural features. Inf. Sci. João Batista Florindo, Young-Sup Lee, Kyungkoo Jun, Gwanggil Jeon, Marcelo Keese Albertini
2021	J	`jnl`	VisGraphNet: a complex network interpretation of convolutional neural features. CoRR João Batista Florindo, Young-Sup Lee, Kyungkoo Jun, Gwanggil Jeon, Marcelo K. Albertini
2020	J	`jnl`	A cellular automata approach to local patterns for texture recognition. CoRR João Batista Florindo, Konradin Metze
2020	J	`jnl`	DSTNet: Successive applications of the discrete Schroedinger transform for texture recognition. Inf. Sci. João Batista Florindo
2020	J	`jnl`	Reorganizing local image features with chaotic maps: an application to texture recognition. CoRR João Batista Florindo
2020	J	`jnl`	Texture image classification based on a pseudo-parabolic diffusion model. CoRR Jardel Vieira, Eduardo Abreu, João Batista Florindo
2019	B	`conf`	A New Algorithm for Designing Θ-Fuzzy Associative Memories Based on Subsethood Measures. FUZZ-IEEE Peter Sussner, Estevão Esmi, João Batista Florindo
2019	J	`jnl`	Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension. J. Math. Imaging Vis. João Batista Florindo, Odemir Martinez Bruno
2019	J	`jnl`	Using down-sampling for multiscale analysis of texture images. Pattern Recognit. Lett. Pedro M. Silva, João Batista Florindo
2018	J	`jnl`	A Gaussian pyramid approach to Bouligand-Minkowski fractal descriptors. Inf. Sci. João Batista Florindo, Dalcimar Casanova, Odemir Martinez Bruno
2018	C	`conf`	Dirichlet Series in Complex Network Modeling of Texture Images. CIARP João Batista Florindo
2017	J	`jnl`	Discrete Schroedinger transform for texture recognition. Inf. Sci. João Batista Florindo, Odemir Martinez Bruno
2017	J	`jnl`	Morphological classification of odontogenic keratocysts using Bouligand-Minkowski fractal descriptors. Comput. Biol. Medicine João Batista Florindo, Odemir M. Bruno, Gabriel Landini
2017	C	`conf`	Singular spectrum decomposition of Bouligand-Minkowski fractal descriptors: an application to the classification of texture Images. ICMV João Batista Florindo
2016	J	`jnl`	Discrete Schroedinger Transform For Texture Recognition. CoRR João Batista Florindo, Odemir M. Bruno
2016	J	`jnl`	Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension. CoRR João Batista Florindo, Odemir M. Bruno
2016	J	`jnl`	Local fractal dimension and binary patterns in texture recognition. Pattern Recognit. Lett. João Batista Florindo, Odemir M. Bruno
2016	J	`jnl`	Locally enhancing fractal descriptors by using the non-additive entropy. Pattern Recognit. Lett. João Batista Florindo, Lucas Assirati, Odemir Martinez Bruno
2016	J	`jnl`	Texture analysis using fractal descriptors estimated by the mutual interference of color channels. Inf. Sci. Dalcimar Casanova, João Batista Florindo, Mauricio Falvo, Odemir Martinez Bruno
2016	J	`jnl`	Three-dimensional connectivity index for texture recognition. Pattern Recognit. Lett. João Batista Florindo, Gabriel Landini, Odemir M. Bruno
2015	J	`jnl`	Enhancing texture descriptors by a neighborhood approach to the non-additive entropy. Digit. Signal Process. João Batista Florindo, Lucas Assirati, Odemir Martinez Bruno
2015	—	`conf`	Multifractal Texture Analysis using a Dilation-based Hölder Exponent. VISAPP (1) João Batista Florindo, Odemir Martinez Bruno, Gabriel Landini
2015	J	`jnl`	Texture descriptors by a fractal analysis of three-dimensional local coarseness. Digit. Signal Process. João Batista Florindo, Gabriel Landini, Odemir Martinez Bruno
2014	J	`jnl`	Brachiaria species identification using imaging techniques based on fractal descriptors. CoRR 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
2014	J	`jnl`	Enhancing fractal descriptors on images by combining boundary and interior of Minkowski dilation. CoRR Marcos W. S. Oliveira, Dalcimar Casanova, João Batista Florindo, Odemir Martinez Bruno
2014	J	`jnl`	Fractal descriptors based on the probability dimension: A texture analysis and classification approach. Pattern Recognit. Lett. João Batista Florindo, Odemir Martinez Bruno
2014	J	`jnl`	Fractal descriptors based on the probability dimension: a texture analysis and classification approach. CoRR João Batista Florindo, Odemir Martinez Bruno
2014	J	`jnl`	Gabor wavelets combined with volumetric fractal dimension applied to texture analysis. CoRR Álvaro Gomez Zuñiga, João Batista Florindo, Odemir M. Bruno
2014	J	`jnl`	Gabor wavelets combined with volumetric fractal dimension applied to texture analysis. Pattern Recognit. Lett. Álvaro Gomez Zuñiga, João Batista Florindo, Odemir M. Bruno
2014	J	`jnl`	Texture analysis by multi-resolution fractal descriptors. CoRR João Batista Florindo, Odemir M. Bruno
2013	J	`jnl`	Multiscale Fractal Descriptors Applied to Texture Classification CoRR João Batista Florindo, Odemir Martinez Bruno
2013	J	`jnl`	Texture analysis by multi-resolution fractal descriptors. Expert Syst. Appl. João Batista Florindo, Odemir M. Bruno
2012	J	`jnl`	A comparative study on multiscale fractal dimension descriptors. Pattern Recognit. Lett. João Batista Florindo, André Ricardo Backes, Mário de Castro, Odemir Martinez Bruno
2012	J	`jnl`	Closed Contour Fractal Dimension Estimation by the Fourier Transform CoRR João Batista Florindo, Odemir Martinez Bruno
2012	J	`jnl`	Enhancing Volumetric Bouligand-Minkowski Fractal Descriptors by using Functional Data Analysis CoRR João Batista Florindo, Mário de Castro, Odemir Martinez Bruno
2012	J	`jnl`	Fractal Descriptors Based on Fourier Spectrum Applied to Texture Analysis CoRR João Batista Florindo, Odemir Martinez Bruno
2012	J	`jnl`	Fractal Descriptors in the Fourier Domain Applied to Color Texture Analysis CoRR João Batista Florindo, Odemir Martinez Bruno
2012	—	`conf`	IFSC/USP at ImageCLEF 2012: Plant Identification Task. CLEF (Online Working Notes/Labs/Workshop) Dalcimar Casanova, João Batista Florindo, Wesley Nunes Gonçalves, Odemir Martinez Bruno
2012	J	`jnl`	Multiscale Fractal Descriptors Applied to Nanoscale Images CoRR João Batista Florindo, Mariana S. Sikora, Ernesto C. Pereira, Odemir Martinez Bruno
2012	J	`jnl`	Shape analysis using fractal dimension: a curvature based approach CoRR André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno
2012	J	`jnl`	Texture Analysis And Characterization Using Probability Fractal Descriptors CoRR João Batista Florindo, Odemir Martinez Bruno
2012	C	`conf`	Texture Classification Based on Lacunarity Descriptors. ICISP João Batista Florindo, Odemir Martinez Bruno
2011	B	`conf`	A Method to Generate Artificial 2D Shape Contour Based in Fourier Transform and Genetic Algorithms. ACIVS Mauricio Falvo, João Batista Florindo, Odemir Martinez Bruno
2011	B	`conf`	Fourier Fractal Descriptors for Colored Texture Analysis. ACIVS João Batista Florindo, Odemir Martinez Bruno
2011	—	`conf`	IFSC/USP at ImageCLEF 2011: Plant Identication Task. CLEF (Notebook Papers/Labs/Workshop) Dalcimar Casanova, João Batista Florindo, Odemir Martinez Bruno
2010	J	`jnl`	Enhancing Multiscale Fractal Descriptors Using Functional Data Analysis. Int. J. Bifurc. Chaos João Batista Florindo, Mário de Castro, Odemir Martinez Bruno
2010	C	`conf`	Leaves Shape Classification Using Curvature and Fractal Dimension. ICISP João Batista Florindo, André Ricardo Backes, Odemir Martinez Bruno
2009	C	`conf`	A Novel Approach to Estimate Fractal Dimension from Closed Curves. CAIP André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno
2007	J	`jnl`	Mumford-Shah algorithm applied to videokeratography image processing and consequences to refractive power values. Comput. Methods Programs Biomed. João Batista Florindo, Sérgio Henrique Monari Soares, Luis Alberto Vieira de Carvalho, Odemir Martinez Bruno