Rogério Galante Negri

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 33

Top Venues

National Institute for Space Research, São José dos Campos, Brazil (PHD)

Education History

National Institute for Space Research, São José dos Campos, Brazil

PHD

Publications

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 (2024)
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 (2024)
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 (2023)
Rogério Galante Negri, Alejandro C. Frery
A general and extensible framework for assessing change detection techniques. Comput. Geosci. 178 (2023)
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) (2023)
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 (2023)
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) (2023)
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) (2023)
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 (2023)
Larissa M. P. Parra, Fabrícia C. Santos, Rogério Galante Negri, Marilaine Colnago, Adriano Bressane, Maurício A. 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) (2023)
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)
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 (2023)
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)
Jeferson Feitosa Mendes, Rogério Galante Negri, Leonardo B. L. Santos
Towards generating a traffic slowness geospatial dataset of São Paulo city. GEOINFO (2022)
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)
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) (2022)
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) (2022)
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) (2022)
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) (2022)
Rogério Galante Negri, Alejandro C. Frery
Unsupervised Change Detection Driven by Floating References: A Pattern Analysis Approach. Pattern Anal. Appl. 24 (3) (2021)
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) (2021)
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) (2021)
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)
Dayara Basso, Marilaine Colnago, Samara Calçado de Azevedo, Rogério Galante Negri, Wallace Casaca
Automatically Detecting Textual Content in High-Resolution Images. IGARSS (2021)
Luccas Z. Maselli, Rogério Galante Negri
Urban structure type mapping method using spatial metrics and remote sensing imagery classification. Earth Sci. Informatics 14 (4) (2021)
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) (2020)
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 (2020)
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) (2020)
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) (2019)
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 (2018)
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) (2018)
Rogério Galante Negri, Wallace Correa de O. Casaca, Erivaldo Antonio da Silva
Region-Based Classification of PolSAR Data Through Kernel Methods and Stochastic Distances. CIARP (2017)
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) (2016)
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) (2013)
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)
Rogério Galante Negri, Luciano Vieira Dutra, Sidnei J. S. Sant'Anna
Stochastic Approaches of Minimum Distance Method for Region Based Classification. CIARP (2012)
Rogério Galante Negri, Luciano Vieira Dutra, Sidnei João Siqueira Sant'Anna
Support Vector Machine and Bhattacharrya kernel function for region based classification. IGARSS (2012)
Rogério Galante Negri, Sidnei João Siqueira Sant'Anna, Luciano Vieira Dutra
Semi-supervised remote sensing image classification methods assessment. IGARSS (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rogério Galante Negri