Joao Batista Florindo
CV Lattes
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Universidade Estadual de Campinas (UNICAMP). Instituto de Matemática, Estatística e Computação Científica (IMECC) (Institutional affiliation for the last research proposal) Birthplace: Brazil
graduation at Bacharelado Em Ciência da Computação from Instituto de Ciências Matemáticas e de Computação (2005), master's at Mestrado em Fisica Computacional from Universidade de São Paulo (2009) and doctorate at Physics from Universidade de São Paulo (2013). Has experience in Physics, acting on the following subjects: shape analysis, curvature, fractal dimension and complexity. (Source: Lattes Curriculum)
- Introducing elements of fractal geometry into deep convolutional neural networks: an application tò The recognition ánd categorization of lung cancer, AP.R
Abstract
This project proposes the study and development of a computational methodology for the analysis of images introducing elements of fractal theory into deep convolutional neural networks. Although these networks have become ubiquitous in computer vision, and in particular in the analysis of medical images, classical theories such as fractal geometry can still be very useful, among other r...
- Pattern recognition on images based on complex systems, AP.R
Abstract
This project proposes the study and development of mathematical and computational tools for image analysis based on complex systems. More specifically, the researcher will focus on three approaches, namely, fractal geometry, complex networks and methods of Mathematical Physics. All these techniques share the ability of describing with great accuracy the irregularity or homogeneity of an...
- Fractal geometry and image analysis applied to vegetal biology, BP.PD
Abstract
This project proposes the development and application of mathematical and image analysis tools derived from fractal geometry to the analysis and identification of plant species of Brazilian flora. The proposed use of fractal geometry for this analysis comes from the precision that this approach presents in the modeling of objects from nature. Actually, elements such as plant leaves have...
- Tissue spatial organization and fractal analyses for automated plant taxonomy, BE.EP.PD
Abstract
This work proposes to investigate the identification of plant species by fractal-based imaging methods. Images of plant leaves will be obtained from three different modalities (i.e. scanned leaf surface, microscopy images of the stomata and histological cross-sections) and will be analyzed using innovative computerized methods developed for the analysis of the architecture of tumors and...
| 1 / 1 | Ongoing research grants |
| 2 / 1 | Completed research grants |
| 2 / 1 | Completed scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
| 6 / 4 | All research grants and scholarships |
| Associated processes | |
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
| Publications | 22 |
| Citations | 99 |
| Cit./Article | 4.5 |
| Data from Web of Science | |
FLORINDO, JOAO B.; LANDINI, GABRIEL; BRUNO, ODEMIR M.. Three-dimensional connectivity index for texture recognition. PATTERN RECOGNITION LETTERS, v. 84, p. 239-244, DEC 1 2016. Web of Science Citations: 4. (13/22205-3, 11/01523-1, 12/19143-3)
FLORINDO, JOAO BATISTA; CASANOVA, DALCIMAR; BRUNO, ODEMIR MARTINEZ. A Gaussian pyramid approach to Bouligand-Minkowski fractal descriptors. INFORMATION SCIENCES, v. 459, p. 36-52, AUG 2018. Web of Science Citations: 2. (13/22205-3, 16/16060-0, 12/19143-3, 14/08026-1)
FLORINDO, JOAO BATISTA; BRUNO, ODEMIR MARTINEZ. Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension. Journal of Mathematical Imaging and Vision, v. 61, n. 1, p. 140-159, JAN 2019. Web of Science Citations: 0. (13/22205-3, 16/16060-0, 12/19143-3, 14/08026-1)
FLORINDO, JOAO B.; BRUNO, ODEMIR M.. Texture classification using non-Euclidean Minkowski dilation. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 493, p. 189-202, MAR 1 2018. Web of Science Citations: 2. (16/16060-0, 12/19143-3, 14/08026-1)
METZE, KONRADIN; ADAM, RANDALL; FLORINDO, JOAO BATISTA. The fractal dimension of chromatin - a potential molecular marker for carcinogenesis, tumor progression and prognosis. EXPERT REVIEW OF MOLECULAR DIAGNOSTICS, v. 19, n. 4, p. 299-312, APR 3 2019. Web of Science Citations: 0. (16/16060-0)
FLORINDO, J. B.; BRUNO, O. M.. Texture analysis by fractal descriptors over the wavelet domain using a best basis decomposition. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 444, p. 415-427, FEB 15 2016. Web of Science Citations: 6. (13/22205-3, 12/19143-3)
FLORINDO, JOAO BATISTA; LANDINI, GABRIEL; BRUNO, ODEMIR MARTINEZ. Texture descriptors by a fractal analysis of three-dimensional local coarseness. DIGITAL SIGNAL PROCESSING, v. 42, p. 70-79, JUL 2015. Web of Science Citations: 7. (11/01523-1, 13/22205-3)
ZUNIGA, ALVARO G.; FLORINDO, JOAO B.; BRUNO, ODEMIR M.. Gabor wavelets combined with volumetric fractal dimension applied to texture analysis. PATTERN RECOGNITION LETTERS, v. 36, p. 135-143, JAN 15 2014. Web of Science Citations: 29. (11/01523-1, 12/19143-3)
SILVA, PEDRO M.; FLORINDO, JOAO B.. Using down-sampling for multiscale analysis of texture images. PATTERN RECOGNITION LETTERS, v. 125, p. 411-417, JUL 1 2019. Web of Science Citations: 0. (16/16060-0)
BACKES, ANDRE R.; FLORINDO, JOAO B.; BRUNO, ODEMIR M.. Shape analysis using fractal dimension: A curvature based approach. Chaos, v. 22, n. 4, DEC 2012. Web of Science Citations: 4. (11/01523-1)
OLIVEIRA, MARCOS WILLIAM DA S.; CASANOVA, DALCIMAR; FLORINDO, JOAO B.; BRUNO, ODEMIR M.. Enhancing fractal descriptors on images by combining boundary and interior of Minkowski dilation. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 416, p. 41-48, DEC 15 2014. Web of Science Citations: 1. (11/01523-1, 13/22205-3, 12/19143-3, 13/14984-2)
CASANOVA, D.; FLORINDO, J. B.; FALVO, M.; BRUNO, O. M.. Texture analysis using fractal descriptors estimated by the mutual interference of color channels. INFORMATION SCIENCES, v. 346, p. 58-72, JUN 10 2016. Web of Science Citations: 13. (11/01523-1, 13/22205-3, 12/19143-3)
TARASCHI, GIOVANNI; FLORINDO, JOAO B.. Computing fractal descriptors of texture images using sliding boxes: An application to the identification of Brazilian plant species. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 545, MAY 1 2020. Web of Science Citations: 0. (16/16060-0)
SILVA, PEDRO M.; FLORINDO, JOAO B.. Using down-sampling for multiscale analysis of texture images. PATTERN RECOGNITION LETTERS, v. 125, p. 411-417, JUL 1 2019. Web of Science Citations: 0. (16/16060-0)
FLORINDO, JOAO BATISTA; BRUNO, ODEMIR MARTINEZ. Fractal Descriptors of Texture Images Based on the Triangular Prism Dimension. Journal of Mathematical Imaging and Vision, v. 61, n. 1, p. 140-159, JAN 2019. Web of Science Citations: 0. (13/22205-3, 16/16060-0, 12/19143-3, 14/08026-1)
FLORINDO, JOAO B.; BRUNO, ODEMIR M.. Texture classification using non-Euclidean Minkowski dilation. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 493, p. 189-202, MAR 1 2018. Web of Science Citations: 2. (16/16060-0, 12/19143-3, 14/08026-1)
FLORINDO, J. B.; BRUNO, O. M.. Texture analysis by fractal descriptors over the wavelet domain using a best basis decomposition. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 444, p. 415-427, FEB 15 2016. Web of Science Citations: 6. (13/22205-3, 12/19143-3)
FLORINDO, JOAO BATISTA; LANDINI, GABRIEL; BRUNO, ODEMIR MARTINEZ. Texture descriptors by a fractal analysis of three-dimensional local coarseness. DIGITAL SIGNAL PROCESSING, v. 42, p. 70-79, JUL 2015. Web of Science Citations: 7. (11/01523-1, 13/22205-3)
FLORINDO, JOAO B.; LANDINI, GABRIEL; BRUNO, ODEMIR M.. Three-dimensional connectivity index for texture recognition. PATTERN RECOGNITION LETTERS, v. 84, p. 239-244, DEC 1 2016. Web of Science Citations: 4. (13/22205-3, 11/01523-1, 12/19143-3)
ZUNIGA, ALVARO G.; FLORINDO, JOAO B.; BRUNO, ODEMIR M.. Gabor wavelets combined with volumetric fractal dimension applied to texture analysis. PATTERN RECOGNITION LETTERS, v. 36, p. 135-143, JAN 15 2014. Web of Science Citations: 29. (11/01523-1, 12/19143-3)
CASANOVA, D.; FLORINDO, J. B.; FALVO, M.; BRUNO, O. M.. Texture analysis using fractal descriptors estimated by the mutual interference of color channels. INFORMATION SCIENCES, v. 346, p. 58-72, JUN 10 2016. Web of Science Citations: 13. (11/01523-1, 13/22205-3, 12/19143-3)
TARASCHI, GIOVANNI; FLORINDO, JOAO B.. Computing fractal descriptors of texture images using sliding boxes: An application to the identification of Brazilian plant species. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 545, MAY 1 2020. Web of Science Citations: 0. (16/16060-0)
(References retrieved automatically from State of São Paulo Research Institutions)
FLORINDO, Joao Batista. Análise de dados funcionais aplicada à geração de descritores de assinaturas de dimensão fractal multiescala. Dissertação (Mestrado) - Instituto de Física de São Carlos. Universidade de São Paulo (USP). São Carlos. (06/53959-0)