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ORCIDRogério Galante Negri
Person information
- affiliation: São Paulo State University (UNESP), Department of Environmental Engineering, São José dos Campos, SP, Brazil
- affiliation (PhD 2013): National Institute for Space Research, São José dos Campos, Brazil
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Books and Theses
- 2013
[b1]Rogério Galante Negri:
Context Adaptive Support Vector Machine: formalization and Remote Sensing Applications. National Institute for Space Research, São José dos Campos, Brazil, 2013
Journal Articles
- 2024
- [j27]Adriano Bressane
, Daniel Zwirn, Alexei Essiptchouk, Antônio Carlos Varela Saraiva, Fernando Luiz de Campos Carvalho, Jorge Kennety Silva Formiga, Líliam César de Castro Medeiros, Rogério Galante Negri:
Understanding the role of study strategies and learning disabilities on student academic performance to enhance educational approaches: A proposal using artificial intelligence. Comput. Educ. Artif. Intell. 6: 100196 (2024) - [j26]Abayomi O. Bankole, Rodrigo Moruzzi, Rogério Galante Negri, Cassio M. Oishi, Afolashade R. Bankole, Abraham O. James:
MI-NiDIA: A scalable framework for modeling flocculation kinetics and floc evolution in water treatment. Softw. Impacts 20: 100662 (2024) - [j25]Rogério Galante Negri, Alejandro C. Frery, Wallace Casaca, Paolo Gamba, Avik Bhattacharya:
Unsupervised Multitemporal Triclass Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - 2023
- [j24]Larissa M. P. Parra, Fabrícia C. Santos, Rogério Galante Negri, Marilaine Colnago, Adriano Bressane, Maurício Araújo Dias, Wallace Casaca:
Assessing the impacts of catastrophic 2020 wildfires in the Brazilian Pantanal using MODIS data and Google Earth Engine: A case study in the world's largest sanctuary for Jaguars. Earth Sci. Informatics 16(4): 3257-3267 (2023) - [j23]Rogério Galante Negri, Alejandro C. Frery:
A general and extensible framework for assessing change detection techniques. Comput. Geosci. 178: 105390 (2023) - [j22]Aldimir Bruzadin, Maurílio Boaventura, Marilaine Colnago, Rogério Galante Negri, Wallace Casaca:
Learning label diffusion maps for semi-automatic segmentation of lung CT images with COVID-19. Neurocomputing 522: 24-38 (2023) - [j21]Giovanna Carreira Marinho, Wilson Estécio Marcílio Júnior, Maurício Araújo Dias, Danilo Medeiros Eler, Rogério Galante Negri, Wallace Casaca:
Dimensionality Reduction and Anomaly Detection Based on Kittler's Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces. Remote. Sens. 15(16): 4085 (2023) - [j20]Giovanna Carreira Marinho, Wilson Estécio Marcílio Júnior, Maurício Araújo Dias, Danilo Medeiros Eler, Almir Olivette Artero, Wallace Casaca, Rogério Galante Negri:
Associating Anomaly Detection Strategy Based on Kittler's Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies. Remote. Sens. 15(24): 5760 (2023) - [j19]Pedro Henrique Moraes Ananias, Rogério Galante Negri, Adriano Bressane, Marilaine Colnago, Wallace Casaca:
ABD: A machine intelligent-based algal bloom detector for remote sensing images. Softw. Impacts 15: 100482 (2023) - [j18]Pedro Henrique Moraes Ananias, Rogério Galante Negri, Adriano Bressane, Maurício Araújo Dias, Erivaldo Antonio da Silva, Wallace Casaca:
ABF: A data-driven approach for algal bloom forecasting using machine intelligence and remotely sensed data series. Softw. Impacts 17: 100518 (2023) - [j17]Rodney V. Fonseca, Rogério Galante Negri, Aluísio Pinheiro, Abdourrahmane Mahamane Atto:
Wavelet Spatio-Temporal Change Detection on Multitemporal SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 4013-4023 (2023) - [j16]Wagner da Silva Billa, Leonardo Bacelar Lima Santos, Rogério Galante Negri:
Analyzing the spatial interactions between rainfall levels and flooding prediction in São Paulo. Trans. GIS 27(8): 2159-2174 (2023) - 2022
- [j15]Maurício Araújo Dias, Giovanna Carreira Marinho, Rogério Galante Negri, Wallace Casaca, Ignacio Bravo Muñoz, Danilo Medeiros Eler:
A Machine Learning Strategy Based on Kittler's Taxonomy to Detect Anomalies and Recognize Contexts Applied to Monitor Water Bodies in Environments. Remote. Sens. 14(9): 2222 (2022) - [j14]Andréa Eliza O. Luz, Rogério Galante Negri, Klécia G. Massi, Marilaine Colnago, Erivaldo Antonio da Silva, Wallace Casaca:
Mapping Fire Susceptibility in the Brazilian Amazon Forests Using Multitemporal Remote Sensing and Time-Varying Unsupervised Anomaly Detection. Remote. Sens. 14(10): 2429 (2022) - [j13]Pedro Henrique Moraes Ananias, Rogério Galante Negri, Maurício Araújo Dias, Erivaldo Antonio da Silva, Wallace Casaca:
A Fully Unsupervised Machine Learning Framework for Algal Bloom Forecasting in Inland Waters Using MODIS Time Series and Climatic Products. Remote. Sens. 14(17): 4283 (2022) - [j12]Rogério Galante Negri, Andréa Eliza O. Luz, Alejandro C. Frery, Wallace Casaca:
Mapping Burned Areas with Multitemporal-Multispectral Data and Probabilistic Unsupervised Learning. Remote. Sens. 14(21): 5413 (2022) - 2021
- [j11]Pedro Henrique Moraes Ananias, Rogério Galante Negri:
Anomalous behaviour detection using one-class support vector machine and remote sensing images: a case study of algal bloom occurrence in inland waters. Int. J. Digit. Earth 14(7): 921-942 (2021) - [j10]Luccas Z. Maselli, Rogério Galante Negri:
Urban structure type mapping method using spatial metrics and remote sensing imagery classification. Earth Sci. Informatics 14(4): 2357-2372 (2021) - [j9]Rogério Galante Negri, Alejandro C. Frery:
Unsupervised Change Detection Driven by Floating References: A Pattern Analysis Approach. Pattern Anal. Appl. 24(3): 933-949 (2021) - [j8]Rogério Galante Negri, Alejandro C. Frery, Wallace Casaca, Samara Calçado de Azevedo, Maurício Araújo Dias, Erivaldo Antônio da Silva, Enner H. Alcântara:
Spectral-Spatial-Aware Unsupervised Change Detection With Stochastic Distances and Support Vector Machines. IEEE Trans. Geosci. Remote. Sens. 59(4): 2863-2876 (2021) - 2020
- [j7]Luiz Henrique da Silva Rotta, Enner H. Alcântara, Edward Park, Rogério Galante Negri, Yunung Nina Lin, Nariane Bernardo, Tatiana Sussel Gonçalves Mendes, Carlos Roberto de Souza Filho:
The 2019 Brumadinho tailings dam collapse: Possible cause and impacts of the worst human and environmental disaster in Brazil. Int. J. Appl. Earth Obs. Geoinformation 90: 102119 (2020) - [j6]Maurício Araújo Dias, Erivaldo Antônio da Silva, Samara Calçado de Azevedo, Wallace Casaca, Thiago Statella, Rogério Galante Negri:
An Incongruence-Based Anomaly Detection Strategy for Analyzing Water Pollution in Images from Remote Sensing. Remote. Sens. 12(1): 43 (2020) - [j5]Marinalva Dias Soares, Luciano Vieira Dutra, Gilson Alexandre Ostwald Pedro da Costa, Raul Queiroz Feitosa, Rogério Galante Negri, Pedro Marco Achanccaray Diaz:
A Meta-Methodology for Improving Land Cover and Land Use Classification with SAR Imagery. Remote. Sens. 12(6): 961 (2020) - 2019
- [j4]Rogério Galante Negri, Alejandro C. Frery, Wagner B. Silva, Tatiana Sussel Gonçalves Mendes, Luciano Vieira Dutra:
Region-based classification of PolSAR data using radial basis kernel functions with stochastic distances. Int. J. Digit. Earth 12(6): 699-719 (2019) - 2018
- [j3]Rogério Galante Negri, Erivaldo Antonio da Silva, Wallace Casaca:
Inducing Contextual Classifications With Kernel Functions Into Support Vector Machines. IEEE Geosci. Remote. Sens. Lett. 15(6): 962-966 (2018) - 2016
- [j2]Rogério Galante Negri, Luciano Vieira Dutra, Corina da Costa Freitas, Dengsheng Lu:
Exploring the Capability of ALOS PALSAR L-Band Fully Polarimetric Data for Land Cover Classification in Tropical Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(12): 5369-5384 (2016) - 2013
- [j1]Rogério Galante Negri, Sidnei João Siqueira Sant'Anna, Luciano Vieira Dutra:
Aplicação de Modelos de Aprendizado Semissupervisionado na Classificação de Imagens de Sensoriamento Remoto. RITA 20(2): 32-55 (2013)
Conference and Workshop Papers
- 2023
- [c13]Aldimir Bruzadin, Marilaine Colnago, Rogério Galante Negri, Wallace Casaca:
Robust Seeded Image Segmentation Using Adaptive Label Propagation and Deep Learning-Based Contour Orientation. ICCSA (2) 2023: 19-31 - 2022
- [c12]Vinícius L. S. Gino, Rogério Galante Negri, Felipe N. Souza:
Remote sensing and machine learning on anomaly detection at high spectral and temporal dynamics regions in Brazil. GEOINFO 2022: 99-110 - [c11]Felipe N. Souza, Rogério Galante Negri, Vinícius L. S. Gino, José V. O. Simões:
Mapeamento da susceptibilidade à incêndios através de Sensoriamento Remoto no município de Cáceres. GEOINFO 2022: 270-274 - [c10]Vitor Y. Hossaki, Rogério Galante Negri, Leonardo B. L. Santos, Lívia Tomás, Jeferson Feitosa:
Rain-related Tweets in flooding days: a brief analysis on Tamanduateí river basin. GEOINFO 2022: 378-383 - [c9]Jeferson Feitosa Mendes, Rogério Galante Negri, Leonardo B. L. Santos:
Towards generating a traffic slowness geospatial dataset of São Paulo city. GEOINFO 2022: 411-416 - 2021
- [c8]Felipe N. Souza, Rogério Galante Negri, Vinícius L. S. Gino, Luccas Z. Maselli:
Description of land cover and susceptibility to fire in forest areas using spatial metrics. GEOINFO 2021: 66-74 - [c7]Vinícius L. S. Gino, Rogério Galante Negri, Felipe N. Souza:
Anomaly detection based method for spatio-temporal dynamics mapping in dam mining regions. GEOINFO 2021: 156-166 - [c6]Dayara Basso, Marilaine Colnago, Samara Calçado de Azevedo, Rogério Galante Negri, Wallace Casaca:
Automatically Detecting Textual Content in High-Resolution Images. IGARSS 2021: 4204-4207 - 2017
- [c5]Rogério Galante Negri, Wallace C. O. Casaca, Erivaldo Antonio da Silva:
Region-Based Classification of PolSAR Data Through Kernel Methods and Stochastic Distances. CIARP 2017: 433-440 - 2013
- [c4]Rogério Galante Negri, Sidnei João Siqueira Sant'Anna, Luciano Vieira Dutra:
A new contextual version of Support Vector Machine based on hyperplane translation. IGARSS 2013: 3116-3119 - 2012
- [c3]Rogério Galante Negri, Luciano Vieira Dutra, Sidnei J. S. Sant'Anna:
Stochastic Approaches of Minimum Distance Method for Region Based Classification. CIARP 2012: 797-804 - [c2]Rogério Galante Negri, Luciano Vieira Dutra, Sidnei João Siqueira Sant'Anna:
Support Vector Machine and Bhattacharrya kernel function for region based classification. IGARSS 2012: 5422-5425 - 2011
- [c1]Rogério Galante Negri, Sidnei João Siqueira Sant'Anna, Luciano Vieira Dutra:
Semi-supervised remote sensing image classification methods assessment. IGARSS 2011: 2939-2942
Informal and Other Publications
- 2018
- [i1]Rogério Galante Negri, Alejandro C. Frery, Wagner B. Silva, Tatiana Sussel Gonçalves Mendes, Luciano Vieira Dutra:
Region-Based Classification of PolSAR Data Using Radial Basis Kernel Functions With Stochastic Distances. CoRR abs/1805.07438 (2018)
Coauthor Index
aka: Wallace C. O. Casaca
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