Improvements to Expectation-Maximization Approach for Unsupervised Classification of Remote Sensing Data. - Thales Sehn Körting; Luciano Vieira Dutra; Leila Maria Garcia Fonseca; Guaraci J. Erthal; Felipe Castro da Silva (GEOINFO, 2007)

GeoDMA - A Novel System for Spatial Data Mining. - Thales Sehn Körting; Leila Maria Garcia Fonseca; Maria Isabel Sobral Escada; Felipe Castro da Silva; Marcelino Pereira dos Santos Silva (ICDM Workshops, 2008)

Expectation-Maximization x Self-Organizing Maps for Image Classification. - Thales Sehn Körting; Leila Maria Garcia Fonseca; Fernando Bação (SITIS, 2008)

Image Re-Segmentation - a New Approach Applied to Urban Imagery. - Thales Sehn Körting; Leila Maria Garcia Fonseca; Luciano Vieira Dutra; Felipe Castro da Silva (VISAPP (1), 2008)

Detecting Rectangular Objects in Urban Imagery - A Re-Segmentation Approach. - Thales Sehn Körting; Luciano Vieira Dutra; Leila Maria Garcia Fonseca (VISAPP (2), 2009)

Assessment of a Modified Version of the EM Algorithm for Remote Sensing Data Classification. - Thales Sehn Körting; Luciano Vieira Dutra; Guaraci J. Erthal; Leila Maria Garcia Fonseca (CIARP, 2010)

A Geographical Approach to Self-Organizing Maps Algorithm Applied to Image Segmentation. - Thales Sehn Körting; Leila Maria Garcia Fonseca; Gilberto Câmara (ACIVS, 2011)

Divide And Segment - An Alternative For Parallel Segmentation. - Thales Sehn Körting; Emiliano Ferreira Castejon; Leila Maria Garcia Fonseca (GEOINFO, 2011)

A Resegmentation Approach for Detecting Rectangular Objects in High-Resolution Imagery. - Thales Sehn Körting; Luciano Vieira Dutra; Leila Maria Garcia Fonseca (IEEE Geosci. Remote. Sens. Lett., 2011)

GeoDMA: uma ferramenta para integrar mineração de dados com análise multi-temporal e orientada a objetos de imagens de sensoriamento remoto. - Thales Sehn Körting (2012)

The Divide and Segment Method for Parallel Image Segmentation. - Thales Sehn Körting; Emiliano Ferreira Castejon; Leila Maria Garcia Fonseca (ACIVS, 2013)

GeoDMA - Geographic Data Mining Analyst. - Thales Sehn Körting; Leila Maria Garcia Fonseca; Gilberto Câmara (Comput. Geosci., 2013)

Proposta de Sistema de Monitoramento da Sigatoka-Negra Baseado em Variáveis Ambientais Utilizando o TerraMA2. - Hugo N. Bendini; Wilson S. Moraes; Simone Costa; Eymar Silva Sampaio Lopes; Thales Sehn Körting; Leila Maria Garcia Fonseca (GeoInfo, 2014)

Automatic tree crown delineation in tropical forest using hyperspectral data. - Matheus Pinheiro Ferreira; Daniel C. Zanotta; Maciel Zortea; Thales Sehn Körting; Leila Maria Garcia Fonseca; Yosio Edemir Shimabukuro; Carlos Roberto de Souza Filho (IGARSS, 2014)

Improvements in Sample Selection Methods for Image Classification. - Thales Sehn Körting; Leila Maria Garcia Fonseca; Emiliano Ferreira Castejon; Laércio Massaru Namikawa (Remote. Sens., 2014)

Spectral Attributes Selection based on Data Mining for Remote Sensing Image Classification. - Raian Vargas Maretto; Thales Sehn Körting; Emiliano Ferreira Castejon; Leila Maria Garcia Fonseca; Rafael D. C. Santos (GEOINFO, 2015)

Combining Time Series Features and Data Mining to Detect Land Cover patterns: a Case Study in Northern Mato Grosso State, Brazil. - Alana Kasahara Neves; Hugo N. Bendini; Thales Sehn Körting; Leila Maria Garcia Fonseca (GEOINFO, 2015)

Improvements of the divide and segment method for parallel image segmentation. - Anderson Reis Soares; Thales Sehn Körting; Leila Maria Garcia Fonseca (GEOINFO, 2015)

Image segmentation algorithms comparison. - Mariane Souza Reis; Maria Antonia Falcão de Oliveira; Thales Sehn Körting; Eliana Pantaleão; Sidnei João Siqueira Sant'Anna; Luciano Vieira Dutra; Dengsheng Lu (IGARSS, 2015)

Object-based image analysis for urban land cover classification in the city of Campinas - SP, Brazil. - David G. M. Franca; Rodolfo G. Lotte; Cláudia Maria de Almeida; Sacha M. O. Siani; Thales Sehn Körting; Leila M. G. Fonseca; Luiz T. da Silva (JURSE, 2015)

Remote sensing image processing to identify spatial units of human occupation along Trans-Amazonian Highway (BR-230), Brazil. - Joao Arthur Pompeu Pavanelli; Bruna Virginia Neves; Vanessa Priscila Camphora; Thales Sehn Körting (JURSE, 2015)

Classifying Grasslands and Cultivated Pastures in the Brazilian Cerrado Using Support Vector Machines, Multilayer Perceptrons and Autoencoders. - Wanderson S. Costa; Leila Maria Garcia Fonseca; Thales Sehn Körting (MLDM, 2015)

Assessment of a multi-sensor approach for noise removal on Landsat-8 OLI time series using CBERS-4 MUX data to improve crop classification based on phenological features. - Hugo N. Bendini; Leila Maria Garcia Fonseca; Thales Sehn Körting; Rennan F. B. Marujo; Ieda Del'Arco Sanches; Jeferson S. Arcanjo (GEOINFO, 2016)

Assessment of texture features for Brazilian savanna classification: a case study in Brasilia National Park. - Cesare Di Girolamo Neto; Leila Maria Garcia Fonseca; Thales Sehn Körting (GEOINFO, 2016)

Bayesian network model to predict areas for sugarcane expansion in Brazilian Cerrado. - Alexsandro C. O. Silva; Leila Maria Garcia Fonseca; Thales Sehn Körting (GEOINFO, 2016)

Segmentation of optical remote sensing images for detecting homogeneous regions in space and time. - Ricardo Ramos Cabette; Marconi de Arruda Pereira; Tales Moreira Oliveira; Wanderson S. Costa; Leila M. G. Fonseca; Thales Sehn Körting; Margareth Simões; Hugo N. Bendini; Ricardo Cartaxo Modesto de Souza (GEOINFO, 2017)

Modeling and visualization of uncertainties of categorical spatial data using geostatistics, 3D planar projections and color fusion techniques. - Carlos Alberto Felgueiras; Jussara de Oliveira Ortiz; Eduardo Gerbi Camargo; Laércio Massaru Namikawa; Thales Sehn Körting (GEOINFO, 2017)

Spectral normalization between Landsat-8/OLI, Landsat- 7/ETM+ and CBERS-4/MUX bands through linear regression and spectral unmixing. - Rennan F. B. Marujo; Leila Maria Garcia Fonseca; Thales Sehn Körting; Hugo do Nascimento Bendini (GEOINFO, 2017)

TerraClass x MapBiomas: Comparative assessment of legend and mapping agreement analysis. - Alana Kasahara Neves; Thales Sehn Körting; Leila Maria Garcia Fonseca; Gilberto Ribeiro de Queiroz; Lúbia Vinhas; Karine Reis Ferreira; Maria Isabel Sobral Escada (GEOINFO, 2017)

Deteccao e delimitacao automatica de corpos hidricos em imagens Sentinel-2: uma proposta de integracao do algoritmo Fmask aos indices espectrais NDWI e MNDWI. - Thales Vaz Penha; Mikhaela Aloísia Jéssie Santos Pletsch; Celso Henrique Leite Silva Jr.; Thales Sehn Körting; Leila Maria Garcia Fonseca (GEOINFO, 2017)

Remote sensing image information mining applied to burnt forest detection in the Brazilian Amazon. - Mikhaela Aloísia Jéssie Santos Pletsch; Thales Sehn Körting (GEOINFO, 2017)

Metodologia para Classificacao Subpixel de Imagens MODIS Com Base em Classificacao de Imagem de Maior Resolucao. - Noeli A. P. Moreira; Thales Sehn Körting; Luciano Vieira Dutra; Emiliano Ferreira Castejon; Egidio Arai (GEOINFO, 2018)

Frontmatter. - Angelo Brayner; Maristela Holanda; Roberto Willrich; Thales Sehn Körting; Celso A. S. Santos (J. Inf. Data Manag., 2018)

Spatio-Temporal Segmentation Applied to Optical Remote Sensing Image Time Series. - Wanderson S. Costa; Leila Maria Garcia Fonseca; Thales Sehn Körting; Hugo do Nascimento Bendini; Ricardo Cartaxo Modesto de Souza (IEEE Geosci. Remote. Sens. Lett., 2018)

Calibração relativa para extensão de assinaturas em série de imagens MODIS. - Noeli A. P. Moreira; Thales Sehn Körting; Luciano Vieira Dutra; Emiliano Ferreira Castejon; Egidio Arai (GEOINFO, 2019)

Using GOES-16 Time Series to characterize near real-time active fires in Cerrado. - Mikhaela A. J. S. Pletsch; Thales Sehn Körting; Felipe Carraro Morita; Fabiano Morelli; Olga Bittencourt; Paulo S. S. Victorino (GEOINFO, 2019)

Classification algorithms comparison for landslide scars. - Tatiana Dias Tardelli Uehara; Sabrina Paes Leme Passos Correa; Renata Pacheco Quevedo; Thales Sehn Körting; Luciano Vieira Dutra; Camilo Daleles Rennó (GEOINFO, 2019)

Potential of Using Sentinel-1 Data to Distinguish Targets in Remote Sensing Images. - Mikhaela Aloísia Jéssie Santos Pletsch; Thales Sehn Körting; Willian Vieira de Oliveira; Ieda Del'Arco Sanches; Victor Velázquez Fernandez; Fábio F. Gama; Maria Isabel Sobral Escada (ICCSA (4), 2019)

Comparing Phenometrics Extracted From Dense Landsat-Like Image Time Series for Crop Classification. - Hugo do Nascimento Bendini; Leila Maria Garcia Fonseca; Marcel Schwieder; Thales Sehn Körting; Philippe Rufin; Ieda Del'Arco Sanches; Pedro J. Leitão; Patrick Hostert (IGARSS, 2019)

An Extensible and Easy-to-use Toolbox for Deep Learning Based Analysis of Remote Sensing Images. - Raian Vargas Maretto; Thales Sehn Körting; Leila Maria Garcia Fonseca (IGARSS, 2019)

Hierarchical Classification of Brazilian Savanna Physiognomies Using Very High Spatial Resolution Image, Superpixel and Geobia. - Alana Kasahara Neves; Thales Sehn Körting; Cesare Di Girolamo Neto; Anderson Reis Soares; Leila Maria Garcia Fonseca (IGARSS, 2019)

Detailed agricultural land classification in the Brazilian cerrado based on phenological information from dense satellite image time series. - Hugo do Nascimento Bendini; Leila Maria Garcia Fonseca; Marcel Schwieder; Thales Sehn Körting; Philippe Rufin; Ieda Del'Arco Sanches; Pedro J. Leitão; Patrick Hostert (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Frontmatter. - Angelo Brayner; Maristela Holanda; Thales Sehn Körting (J. Inf. Data Manag., 2019)

Identificação de pivôs centrais usando composições de bandas e um método rápido de Deep Learning. - Denis M. A. Eiras; Mikhaela A. J. S. Pletsch; Marcos Lima Rodrigues; Karine Reis Ferreira; Thales Sehn Körting (GEOINFO, 2020)

Circular Hough Transform and Balanced Random Forest to Detect Center Pivots. - Marcos Lima Rodrigues; Thales Sehn Körting; Gilberto Ribeiro de Queiroz (GEOINFO, 2020)

Spatial-temporal Analysis of active fire classified by INPE's Fire Risk Model in Brazil using Python language. - Gabriel Máximo da Silva; Bruno Vilhena Adorno; Gilberto Ribeiro de Queiroz; Thales Sehn Körting; Fabiano Morelli; Silvana Amaral; Yosio Edemir Shimabukuro (GEOINFO, 2020)

Aplicação do Modelo Aditivo Generalizado espacial para a modelagem da susceptibilidade a ocorrência de deslizamentos. - Tatiana D. T. Uehara; Eduardo Gerbi Camargo; Camile Sothe; Thales Sehn Körting (GEOINFO, 2020)

Applying A Phenological Object-Based Image Analysis (Phenobia) for Agricultural Land Classification: A Study Case in the Brazilian Cerrado. - Hugo N. Bendini; Leila M. G. Fonseca; Anderson Reis Soares; Philippe Rufin; Marcel Schwieder; Marcos A. Rodrigues 002; Raian Vargas Maretto; Thales Sehn Körting; Pedro J. Leitão; Ieda Del'Arco Sanches; Patrick Hostert (IGARSS, 2020)

Mapping Deforested Areas in the Cerrado Biome through Recurrent Neural Networks. - Bruno Menini Matosak; Raian Vargas Maretto; Thales Sehn Körting; Marcos Adami; Leila Maria Garcia Fonseca (IGARSS, 2020)

Assessing Differentiation Between Pasture and Croplands Using Remote Sensing Image Time Series Metrics. - Marcos Antônio de Almeida Rodrigues; Hugo do Nascimento Bendini; Anderson Reis Soares; Thales Sehn Körting; Leila Maria Garcia Fonseca (IGARSS, 2020)

Stmetrics: A Python Package for Satellite Image Time-Series Feature Extraction. - Anderson Reis Soares; Hugo N. Bendini; Daiane V. Vaz; Tatiana D. T. Uehara; Alana Kasahara Neves; Sarah Lechler; Thales Sehn Körting; Leila M. G. Fonseca (IGARSS, 2020)

Land Cover Classification of an Area Susceptible to Landslides Using Random Forest and NDVI Time Series Data. - Tatiana Dias Tardelli Uehara; Anderson Reis Soares; Renata Pacheco Quevedo; Thales Sehn Körting; Leila Maria Garcia Fonseca; Marcos Adami (IGARSS, 2020)

Editorial. - Angelo Brayner; Maristela Holanda; Thales Sehn Körting (J. Inf. Data Manag., 2020)

Earth Observation Data Cubes for Brazil: Requirements, Methodology and Products. - Karine Reis Ferreira; Gilberto Ribeiro de Queiroz; Lúbia Vinhas; Rennan F. B. Marujo; Rolf Ezequiel O. Simões; Michelle Cristina Araújo Picoli; Gilberto Câmara; Ricardo Cartaxo; Vitor Conrado Faria Gomes; Lorena A. Santos; Alber H. Sánchez; Jeferson S. Arcanjo; et al. (Remote. Sens., 2020)

Automated cloud coverage analysis with Brazil Data Cube. - Thainara Lima; Rômulo Marques; Ueslei Sutil; Cláudia Maria de Almeida; Cláudio C. F. Barbosa; Thales Sehn Körting; Gilberto Ribeiro de Queiroz (GEOINFO, 2021)

Utilizando o padrão SpatioTemporal Asset Catalog para visualização de dados. - Thais de Medeiros; Bruno dos Santos; Gilberto Eidi Teramoto Oliveira; Thales Sehn Körting; Gilberto Ribeiro de Queiroz (GEOINFO, 2021)

Classification of the water volume of dams using heterogeneous remote sensing images through a deep convolutional neural network. - Mateus de Souza Miranda; Renato S. Maximiano; Valdivino Alexandre de Santiago Júnior; Thales Sehn Körting; Leila M. G. Fonseca (GEOINFO, 2021)

Deep Convolutional Neural Network for Classifying Satellite Images with Heterogeneous Spatial Resolutions. - Mateus de Souza Miranda; Valdivino Alexandre de Santiago Jr.; Thales Sehn Körting; Rodrigo Leonardi; Moisés Laurence de Freitas (ICCSA (7), 2021)

Detection of Agricultural Activity in Center Pivot Areas in Southeastern Brazil. - Felipe Rafael de Sá Menezes Lucena; Aline Casassola; Thales Sehn Körting; Leila Maria Garcia Fonseca; Hermann Johann Heinrich Kux (IGARSS, 2021)

Exploring Geostatistical Modeling and VisualizationTechniques of Uncertainties for Categorical Spatial Data. - Carlos A. Felgueiras; Jussara de Oliveira Ortiz; Eduardo Gerbi Camargo; Laércio Massaru Namikawa; Thales Sehn Körting (J. Inf. Data Manag., 2021)

Frontmatter. - Maristela Terto de Holanda; Daniel Cardoso Moraes de Oliveira; Thales Sehn Körting (J. Inf. Data Manag., 2021)

Editorial. - Maristela Terto de Holanda; Daniel Cardoso Moraes de Oliveira; Thales Sehn Körting (J. Inf. Data Manag., 2021)

Spatio-Temporal Deep Learning Approach to Map Deforestation in Amazon Rainforest. - Raian Vargas Maretto; Leila M. G. Fonseca; Nathan Jacobs; Thales Sehn Körting; Hugo N. Bendini; Leandro Parente (IEEE Geosci. Remote. Sens. Lett., 2021)

Pattern Recognition and Remote Sensing techniques applied to Land Use and Land Cover mapping in the Brazilian Savannah. - Leila M. G. Fonseca; Thales Sehn Körting; Hugo do Nascimento Bendini; Cesare Di Girolamo Neto; Alana Kasahara Neves; Anderson Reis Soares; Evandro Carrijo Taquary; Raian Vargas Maretto (Pattern Recognit. Lett., 2021)

Environmental Drivers of Water Use for Caatinga Woody Plant Species: Combining Remote Sensing Phenology and Sap Flow Measurements. - Rennan Andres Paloschi; Desirée Marques Ramos; Dione J. Ventura; Rodolfo Souza; Eduardo Souza; Leonor Patricia Cerdeira Morellato; Rodolfo Luiz Bezerra Nóbrega; Ítalo Antônio Cotta Coutinho; Anne Verhoef; Thales Sehn Körting; Laura De Simone Borma (Remote. Sens., 2021)

On a Data-Driven Approach for Detecting Disturbance in the Brazilian Savannas Using Time Series of Vegetation Indices. - Alana Almeida de Souza; Lênio Soares Galvão; Thales Sehn Körting; Cláudio Aparecido de Almeida (Remote. Sens., 2021)

Simple Nonlinear Iterative Temporal Clustering. - Anderson Reis Soares; Thales Sehn Körting; Leila M. G. Fonseca; Hugo N. Bendini (IEEE Trans. Geosci. Remote. Sens., 2021)

FMASK algorithm applied to Landsat images: a study case in the region of Santarém, Pará, Brazil. - Elton Vicente Escobar-Silva; Anielli Rosane de Souza; Maria Lucia Ferreira Barbosa; Cláudia Maria de Almeida; Liana Oighenstein Anderson; Gilberto Ribeiro de Queiroz; Thales Sehn Körting (GEOINFO, 2022)

Pacote 'Contraste': aplicação de técnicas de contraste baseado no uso e cobertura da terra. - Diego M. de Melo; Gisele Milare; Marielcio G. Lacerda; Gilberto Ribeiro de Queiroz; Thales Sehn Körting (GEOINFO, 2022)

A High-Spatial Resolution Dataset and Few-shot Deep Learning Benchmark for Image Classification. - Mateus de Souza Miranda; Lucas Fernando Alvarenga e Silva; Samuel Felipe dos Santos; Valdivino Alexandre de Santiago Júnior; Thales Sehn Körting; Jurandy Almeida (SIBGRAPI, 2022)

Near Real-Time Fire Detection and Monitoring in the MATOPIBA Region, Brazil. - Mikhaela A. J. S. Pletsch; Thales Sehn Körting; Felipe Carraro Morita; Celso Henrique Leite Silva Junior; Liana O. Anderson; Luiz E. O. C. Aragão (Remote. Sens., 2022)

Identifying Precarious Settlements and Urban Fabric Typologies Based on GEOBIA and Data Mining in Brazilian Amazon Cities. - Bruno dos Santos; Carolina Moutinho Duque de Pinho; Gilberto Eidi Teramoto Oliveira; Thales Sehn Körting; Maria Isabel Sobral Escada; Silvana Amaral (Remote. Sens., 2022)

Image Processing Techniques for Automatic Registration: Applications in PAN/CBERS-4. - Cesar A. M. Costa; Bárbara Martins; Júlio Santos; Pedro M. Bacellar; Tassio Igawa; Fabiano Morelli; Gilberto Ribeiro de Queiroz; Thales Sehn Körting (GEOINFO, 2023)

Evaluation Of The Optimal Image Segmentation Parameters For Deforestation Mapping Using The Shepherd Method. - Breno I. Domingos; Darlan Silva; Guilherme Correia; Ignario Pinho; Vinicius Pereira; Thales Sehn Körting (GEOINFO, 2023)

Assessment Of The Impacts Of The 2023 Earthquake In Diyarbakir, Turkey With CBERS-4A Satellite Images. - Ocione D. Filho; Tiffany Mendonça; Gabriel Dietzsch; Bruno Miranda; Felipe O. Passos; Thales Sehn Körting; Gilberto Ribeiro de Queiroz; Luciano Pezzi; Douglas F. M. Gherardi; Laércio M. Namikawa (GEOINFO, 2023)

Fluxo de Processamento de Imagens Para Respostas Rápidas à Desastres Naturais. - Brenda Rocha; Larissa Mioni; Alisson Cleiton de Oliveira; Cesar A. M. Costa; Thales Sehn Körting (GEOINFO, 2023)

Banco de Dados Geográficos e Integração de Informações Socioambientais Como Auxílio à Gestão de Deslizamentos de Terra. - Brenda Rocha; Lúbia Vinhas; Karine Reis Ferreira; Gilberto Ribeiro de Queiroz; Thales Sehn Körting; Pedro Camarinha (GEOINFO, 2023)

Special Section on SIBGRAPI 2023. - Thales Sehn Körting; Esteban Walter Gonzalez Clua; Rogério Feris; Fernando Vieira Paulovich (Pattern Recognit. Lett., 2025)

CerraData-4 MM: A Multimodal Benchmark Dataset on Cerrado for Land Use and Land Cover Classification. - Mateus de Souza Miranda; Ronny Hänsch; Valdivino Alexandre de Santiago Júnior; Thales Sehn Körting; Erison Carlos dos Santos Monteiro (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

CerraData-4MM: A multimodal benchmark dataset on Cerrado for land use and land cover classification. - Mateus de Souza Miranda; Ronny Hänsch; Valdivino Alexandre de Santiago Júnior; Thales Sehn Körting; Erison Carlos dos Santos Monteiro (CoRR, 2025)