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ORCIDJoão Batista Florindo
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- affiliation: University of Campinas
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2020 – today
- 2025
[j35]Mariane Massufero Vergilio, Samara Flamini Kiihl, João Batista Florindo, Gislaine Ricci Leonardi:
Enhancing skin aging parameter assessment in clinical trials: AI-Driven analysis of ultrasound images. Biomed. Signal Process. Control. 100: 106962 (2025)- 2024
- [j34]João Batista Florindo
:
Renyi entropy analysis of a deep convolutional representation for texture recognition. Appl. Soft Comput. 149(Part A): 110974 (2024) - [j33]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: 111282 (2024) - [j32]João Batista Florindo:
Fractal pooling: A new strategy for texture recognition using convolutional neural networks. Expert Syst. Appl. 243: 122978 (2024) - [j31]João Batista Florindo, Eduardo Abreu:
A pseudo-parabolic diffusion model to enhance deep neural texture features. Multim. Tools Appl. 83(4): 11507-11528 (2024) - [j30]João Batista Florindo, André R. Backes, Acacio Neckel:
ELMP-Net: The successive application of a randomized local transform for texture classification. Pattern Recognit. 153: 110499 (2024) - 2023
- [j29]João Batista Florindo, Estevão Esmi Laureano:
BoFF: A bag of fuzzy deep features for texture recognition. Expert Syst. Appl. 219: 119627 (2023) - [j28]João Batista Florindo, Acacio Neckel:
A randomized network approach to multifractal texture descriptors. Inf. Sci. 648: 119544 (2023) - [j27]Jardel Vieira, Eduardo Abreu, João Batista Florindo:
Texture image classification based on a pseudo-parabolic diffusion model. Multim. Tools Appl. 82(3): 3581-3604 (2023) - [j26]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): 19299-19322 (2023) - 2022
- [j25]Pedro Lucas Tomaz Neves, José Fornari, João Batista Florindo:
Self-attention generative adversarial networks applied to conditional music generation. Multim. Tools Appl. 81(17): 24419-24430 (2022) - [c17]Victor Alexandre Gomes Weil, João Batista Florindo:
Neural Architecture Search Applied to Hybrid Morphological Neural Networks. BRACIS (2) 2022: 631-645 - [c16]João Batista Florindo, Odemir Martinez Bruno:
Using fractal interpolation over complex network modeling of deep texture representation. IPTA 2022: 1-5 - [c15]Pedro L. T. Neves, José Fornari, João Batista Florindo:
Generating music with sentiment using Transformer-GANs. ISMIR 2022: 717-725 - [c14]João Batista Florindo:
Wavelet Transform for the Analysis of Convolutional Neural Networks in Texture Recognition. VISIGRAPP (4: VISAPP) 2022: 502-509 - [i24]Lucas O. Lyra, Antonio Elias Fabris, João Batista Florindo:
Multilayer deep feature extraction for visual texture recognition. CoRR abs/2208.10044 (2022) - [i23]Pedro L. T. Neves, José Fornari, João Batista Florindo:
Generating music with sentiment using Transformer-GANs. CoRR abs/2212.11134 (2022) - 2021
- [j24]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: 107714 (2021) - [j23]João Batista Florindo, Konradin Metze:
Using Non-Additive Entropy to Enhance Convolutional Neural Features for Texture Recognition. Entropy 23(10): 1259 (2021) - [j22]João Batista Florindo, Konradin Metze:
A cellular automata approach to local patterns for texture recognition. Expert Syst. Appl. 179: 115027 (2021) - [j21]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: 296-308 (2021) - [j20]Pedro M. Silva, João Batista Florindo:
Fractal measures of image local features: an application to texture recognition. Multim. Tools Appl. 80(9): 14213-14229 (2021) - [j19]João Batista Florindo:
Reorganizing local image features with chaotic maps: an application to texture recognition. Multim. Tools Appl. 80(19): 29177-29197 (2021) - [c13]João Batista Florindo, Eduardo Abreu:
An Application of a Pseudo-Parabolic Modeling to Texture Image Recognition. ICCS (2) 2021: 386-397 - [c12]Eduardo Abreu, João Batista Florindo:
A Study on a Feedforward Neural Network to Solve Partial Differential Equations in Hyperbolic-Transport Problems. ICCS (2) 2021: 398-411 - [i22]Eduardo Abreu, João Batista Florindo:
A study on a feedforward neural network to solve partial differential equations in hyperbolic-transport problems. CoRR abs/2102.04991 (2021) - [i21]João Batista Florindo, Eduardo Abreu:
An application of a pseudo-parabolic modeling to texture image recognition. CoRR abs/2102.05001 (2021) - [i20]João Batista Florindo, Young-Sup Lee, Kyungkoo Jun, Gwanggil Jeon, Marcelo K. Albertini:
VisGraphNet: a complex network interpretation of convolutional neural features. CoRR abs/2108.12490 (2021) - [i19]Pedro M. Silva, João Batista Florindo:
Fractal measures of image local features: an application to texture recognition. CoRR abs/2108.12491 (2021) - 2020
- [j18]João Batista Florindo:
DSTNet: Successive applications of the discrete Schroedinger transform for texture recognition. Inf. Sci. 507: 356-364 (2020) - [i18]João Batista Florindo:
Reorganizing local image features with chaotic maps: an application to texture recognition. CoRR abs/2007.07456 (2020) - [i17]João Batista Florindo, Konradin Metze:
A cellular automata approach to local patterns for texture recognition. CoRR abs/2007.07462 (2020) - [i16]Jardel Vieira, Eduardo Abreu, João Batista Florindo:
Texture image classification based on a pseudo-parabolic diffusion model. CoRR abs/2011.07173 (2020)
2010 – 2019
- 2019
- [j17]João Batista Florindo, Odemir Martinez Bruno:
Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension. J. Math. Imaging Vis. 61(1): 140-159 (2019) - [j16]Pedro M. Silva, João Batista Florindo:
Using down-sampling for multiscale analysis of texture images. Pattern Recognit. Lett. 125: 411-417 (2019) - [c11]Peter Sussner, Estevão Esmi, João Batista Florindo:
A New Algorithm for Designing Θ-Fuzzy Associative Memories Based on Subsethood Measures. FUZZ-IEEE 2019: 1-6 - 2018
- [j15]João Batista Florindo, Dalcimar Casanova, Odemir Martinez Bruno:
A Gaussian pyramid approach to Bouligand-Minkowski fractal descriptors. Inf. Sci. 459: 36-52 (2018) - [c10]João Batista Florindo:
Dirichlet Series in Complex Network Modeling of Texture Images. CIARP 2018: 368-375 - 2017
- [j14]João Batista Florindo, Odemir M. Bruno, Gabriel Landini:
Morphological classification of odontogenic keratocysts using Bouligand-Minkowski fractal descriptors. Comput. Biol. Medicine 81: 1-10 (2017) - [j13]João Batista Florindo, Odemir Martinez Bruno:
Discrete Schroedinger transform for texture recognition. Inf. Sci. 415: 142-155 (2017) - [c9]João Batista Florindo:
Singular spectrum decomposition of Bouligand-Minkowski fractal descriptors: an application to the classification of texture Images. ICMV 2017: 106960X - 2016
- [j12]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. 346-347: 58-72 (2016) - [j11]João Batista Florindo, Lucas Assirati, Odemir Martinez Bruno:
Locally enhancing fractal descriptors by using the non-additive entropy. Pattern Recognit. Lett. 70: 32-37 (2016) - [j10]João Batista Florindo, Odemir M. Bruno:
Local fractal dimension and binary patterns in texture recognition. Pattern Recognit. Lett. 78: 22-27 (2016) - [j9]João Batista Florindo, Gabriel Landini, Odemir M. Bruno:
Three-dimensional connectivity index for texture recognition. Pattern Recognit. Lett. 84: 239-244 (2016) - [i15]João Batista Florindo, Odemir M. Bruno:
Discrete Schroedinger Transform For Texture Recognition. CoRR abs/1612.02498 (2016) - [i14]João Batista Florindo, Odemir M. Bruno:
Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension. CoRR abs/1612.06435 (2016) - 2015
- [j8]João Batista Florindo, Gabriel Landini, Odemir Martinez Bruno:
Texture descriptors by a fractal analysis of three-dimensional local coarseness. Digit. Signal Process. 42: 70-79 (2015) - [j7]João Batista Florindo, Lucas Assirati, Odemir Martinez Bruno:
Enhancing texture descriptors by a neighborhood approach to the non-additive entropy. Digit. Signal Process. 44: 14-25 (2015) - [c8]João Batista Florindo, Odemir Martinez Bruno, Gabriel Landini:
Multifractal Texture Analysis using a Dilation-based Hölder Exponent. VISAPP (1) 2015: 505-511 - 2014
- [j6]Álvaro Gomez Zuñiga, João Batista Florindo, Odemir M. Bruno:
Gabor wavelets combined with volumetric fractal dimension applied to texture analysis. Pattern Recognit. Lett. 36: 135-143 (2014) - [j5]João Batista Florindo, Odemir Martinez Bruno:
Fractal descriptors based on the probability dimension: A texture analysis and classification approach. Pattern Recognit. Lett. 42: 107-114 (2014) - [i13]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 abs/1412.7849 (2014) - [i12]João Batista Florindo, Odemir Martinez Bruno:
Fractal descriptors based on the probability dimension: a texture analysis and classification approach. CoRR abs/1412.7851 (2014) - [i11]Álvaro Gomez Zuñiga, João Batista Florindo, Odemir M. Bruno:
Gabor wavelets combined with volumetric fractal dimension applied to texture analysis. CoRR abs/1412.7856 (2014) - [i10]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 abs/1412.7880 (2014) - [i9]João Batista Florindo, Odemir M. Bruno:
Texture analysis by multi-resolution fractal descriptors. CoRR abs/1412.7963 (2014) - 2013
- [j4]João Batista Florindo, Odemir M. Bruno:
Texture analysis by multi-resolution fractal descriptors. Expert Syst. Appl. 40(10): 4022-4028 (2013) - [i8]João Batista Florindo, Odemir Martinez Bruno:
Multiscale Fractal Descriptors Applied to Texture Classification. CoRR abs/1304.1568 (2013) - 2012
- [j3]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): 798-806 (2012) - [c7]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 - [c6]João Batista Florindo, Odemir Martinez Bruno:
Texture Classification Based on Lacunarity Descriptors. ICISP 2012: 513-520 - [i7]João Batista Florindo, Odemir Martinez Bruno:
Closed Contour Fractal Dimension Estimation by the Fourier Transform. CoRR abs/1201.3097 (2012) - [i6]João Batista Florindo, Mário de Castro, Odemir Martinez Bruno:
Enhancing Volumetric Bouligand-Minkowski Fractal Descriptors by using Functional Data Analysis. CoRR abs/1201.3116 (2012) - [i5]André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno:
Shape analysis using fractal dimension: a curvature based approach. CoRR abs/1201.3118 (2012) - [i4]João Batista Florindo, Odemir Martinez Bruno:
Fractal Descriptors in the Fourier Domain Applied to Color Texture Analysis. CoRR abs/1201.3133 (2012) - [i3]João Batista Florindo, Mariana S. Sikora, Ernesto C. Pereira, Odemir Martinez Bruno:
Multiscale Fractal Descriptors Applied to Nanoscale Images. CoRR abs/1201.3410 (2012) - [i2]João Batista Florindo, Odemir Martinez Bruno:
Fractal Descriptors Based on Fourier Spectrum Applied to Texture Analysis. CoRR abs/1201.4597 (2012) - [i1]João Batista Florindo, Odemir Martinez Bruno:
Texture Analysis And Characterization Using Probability Fractal Descriptors. CoRR abs/1205.2821 (2012) - 2011
- [c5]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: 207-215 - [c4]João Batista Florindo, Odemir Martinez Bruno:
Fourier Fractal Descriptors for Colored Texture Analysis. ACIVS 2011: 284-292 - [c3]Dalcimar Casanova, João Batista Florindo, Odemir Martinez Bruno:
IFSC/USP at ImageCLEF 2011: Plant Identication Task. CLEF (Notebook Papers/Labs/Workshop) 2011 - 2010
- [j2]João Batista Florindo, Mário de Castro, Odemir Martinez Bruno:
Enhancing Multiscale Fractal Descriptors Using Functional Data Analysis. Int. J. Bifurc. Chaos 20(11): 3443-3460 (2010) - [c2]João Batista Florindo, André Ricardo Backes, Odemir Martinez Bruno:
Leaves Shape Classification Using Curvature and Fractal Dimension. ICISP 2010: 456-462
2000 – 2009
- 2009
- [c1]André Ricardo Backes, João Batista Florindo, Odemir Martinez Bruno:
A Novel Approach to Estimate Fractal Dimension from Closed Curves. CAIP 2009: 253-260 - 2007
- [j1]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): 61-67 (2007)
Coauthor Index
aka: Odemir M. Bruno
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