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2020 – today
- 2024
[j15]Alexandre Fernandes Filho
, Leila M. G. Fonseca, Hugo do Nascimento Bendini:
Mapping Irrigated Rice in Brazil Using Sentinel-2 Spectral-Temporal Metrics and Random Forest Algorithm. Remote. Sens. 16(16): 2900 (2024)- [c57]Xinyao Huang, Raian Vargas Maretto, Leila Maria Garcia Fonseca, Alfred Stein:
Selective Logging Detection Via Time-Series Satellite Images. IGARSS 2024: 10399-10403 - 2023
- [c56]Felipe G. Petrone, Darlan Silva, Aluizio B. Maia, Ieda Del'Arco Sanches, Marcos Adami, Michel E. D. Chaves, Leila M. G. Fonseca:
Detecting Irrigated Croplands: A Comparative Study With Segment Anything Model And Region-Growing Algorithm. GEOINFO 2023: 199-209 - [c55]Alexandre Fernandes Filho, Leila M. G. Fonseca, Hugo N. Bendini:
Mapping Flooded Rice in Brazil. GEOINFO 2023: 376-381 - [c54]Bruno Menini Matosak, Leila Maria Garcia Fonseca, Raian Vargas Maretto:
Deep Learning and Cloudy Optical Time Series: A Case of Study with LSTM to Map LULC in Pantanal. IGARSS 2023: 7179-7182 - 2022
- [j14]Bruno Menini Matosak, Leila Maria Garcia Fonseca, Evandro Carrijo Taquary, Raian Vargas Maretto, Hugo do Nascimento Bendini, Marcos Adami:
Mapping Deforestation in Cerrado Based on Hybrid Deep Learning Architecture and Medium Spatial Resolution Satellite Time Series. Remote. Sens. 14(1): 209 (2022) - [j13]Marionei Fomaca de Sousa Junior, Leila Maria Garcia Fonseca, Hugo do Nascimento Bendini:
Estimation of Water Use in Center Pivot Irrigation Using Evapotranspiration Time Series Derived by Landsat: A Study Case in a Southeastern Region of the Brazilian Savanna. Remote. Sens. 14(23): 5929 (2022) - 2021
- [j12]Raian Vargas Maretto, Leila M. G. Fonseca, Nathan Jacobs, Thales Sehn Körting, Hugo N. Bendini, Leandro Parente:
Spatio-Temporal Deep Learning Approach to Map Deforestation in Amazon Rainforest. IEEE Geosci. Remote. Sens. Lett. 18(5): 771-775 (2021) - [j11]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 Recognition and Remote Sensing techniques applied to Land Use and Land Cover mapping in the Brazilian Savannah. Pattern Recognit. Lett. 148: 54-60 (2021) - [j10]Anderson Reis Soares, Thales Sehn Körting, Leila M. G. Fonseca, Hugo N. Bendini:
Simple Nonlinear Iterative Temporal Clustering. IEEE Trans. Geosci. Remote. Sens. 59(9): 7669-7679 (2021) - [c53]Philipe S. Simões, Marionei F. de Sousa Junior, Tânia Beatriz Hoffmann, Leila M. G. Fonseca, Sidnei J. S. Sant'Anna, Yosio Edemir Shimabukuro, Hugo do Nascimento Bendini:
Characterization of Center Pivot Irrigation Systems in the Irecê-Bahia Agricultural Region Based On Random Forest Classification. GEOINFO 2021: 87-95 - [c52]Mateus de Souza Miranda, Renato S. Maximiano, Valdivino Alexandre de Santiago Júnior, Thales Sehn Körting, Leila M. G. Fonseca:
Classification of the water volume of dams using heterogeneous remote sensing images through a deep convolutional neural network. GEOINFO 2021: 179-188 - [c51]Evandro Carrijo Taquary, Leila M. G. Fonseca, Raian Vargas Maretto, Hugo N. Bendini, Bruno Menini Matosak, Sidnei J. S. Sant'Anna, José C. Mura:
Detecting Clearcut Deforestation Employing Deep Learning Methods and SAR Time Series. IGARSS 2021: 4520-4523 - [c50]Hugo N. Bendini, Leila M. G. Fonseca, Raian Vargas Maretto, Bruno Menini Matosak, Evandro Carrijo Taquary, Philipe S. Simões, Ricardo F. Haidar, Dalton de Morisson Valeriano:
Exploring a Deep Convolutional Neural Network and Geobia for Automatic Recognition of Brazilian Palm Swamps (Veredas) Using Sentinel-2 Optical Data. IGARSS 2021: 5401-5404 - [c49]Felipe Rafael de Sá Menezes Lucena, Aline Casassola, Thales Sehn Körting, Leila Maria Garcia Fonseca, Hermann Johann Heinrich Kux:
Detection of Agricultural Activity in Center Pivot Areas in Southeastern Brazil. IGARSS 2021: 7043-7046 - 2020
- [j9]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, José Guilherme Fronza, Carlos Alberto Noronha, Raphael W. Costa, Matheus Cavassan Zaglia, Fabiana Zioti, Thales Sehn Körting, Anderson Reis Soares, Michel E. D. Chaves, Leila M. G. Fonseca:
Earth Observation Data Cubes for Brazil: Requirements, Methodology and Products. Remote. Sens. 12(24): 4033 (2020) - [c48]Isadora H. Ruiz, Philipe S. Simões, Gabriel Máximo da Silva, Andeise C. Dutra, Yosio Edemir Shimabukuro, Leila M. G. Fonseca, Lênio S. Galvão:
Espectrorradiometria da folha de Terminalia catappa sp. em diferentes estágios de desenvolvimento. GEOINFO 2020: 186-191 - [c47]Marcos Antônio de Almeida Rodrigues, Hugo do Nascimento Bendini, Anderson Reis Soares, Thales Sehn Körting, Leila Maria Garcia Fonseca:
Assessing Differentiation Between Pasture and Croplands Using Remote Sensing Image Time Series Metrics. IGARSS 2020: 168-171 - [c46]Hugo N. Bendini, Leila M. G. Fonseca, Anderson Reis Soares, Philippe Rufin, Marcel Schwieder, Marcos A. Rodrigues, Raian Vargas Maretto, Thales Sehn Körting, Pedro J. Leitão, Ieda Del'Arco Sanches, Patrick Hostert:
Applying A Phenological Object-Based Image Analysis (Phenobia) for Agricultural Land Classification: A Study Case in the Brazilian Cerrado. IGARSS 2020: 1078-1081 - [c45]Tatiana Dias Tardelli Uehara, Anderson Reis Soares, Renata Pacheco Quevedo, Thales Sehn Körting, Leila Maria Garcia Fonseca, Marcos Adami:
Land Cover Classification of an Area Susceptible to Landslides Using Random Forest and NDVI Time Series Data. IGARSS 2020: 1345-1348 - [c44]Bruno Menini Matosak, Raian Vargas Maretto, Thales Sehn Körting, Marcos Adami, Leila Maria Garcia Fonseca:
Mapping Deforested Areas in the Cerrado Biome through Recurrent Neural Networks. IGARSS 2020: 1389-1392 - [c43]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:
Stmetrics: A Python Package for Satellite Image Time-Series Feature Extraction. IGARSS 2020: 2061-2064
2010 – 2019
- 2019
- [j8]Hugo do Nascimento Bendini, Leila Maria Garcia Fonseca, Marcel Schwieder, Thales Sehn Körting, Philippe Rufin, Ieda Del'Arco Sanches, Pedro J. Leitão, Patrick Hostert:
Detailed agricultural land classification in the Brazilian cerrado based on phenological information from dense satellite image time series. Int. J. Appl. Earth Obs. Geoinformation 82 (2019) - [c42]Hugo do Nascimento Bendini, Leila Maria Garcia Fonseca, Marcel Schwieder, Thales Sehn Körting, Philippe Rufin, Ieda Del'Arco Sanches, Pedro J. Leitão, Patrick Hostert:
Comparing Phenometrics Extracted From Dense Landsat-Like Image Time Series for Crop Classification. IGARSS 2019: 469-472 - [c41]Alana Kasahara Neves, Thales Sehn Körting, Cesare Di Girolamo Neto, Anderson Reis Soares, Leila Maria Garcia Fonseca:
Hierarchical Classification of Brazilian Savanna Physiognomies Using Very High Spatial Resolution Image, Superpixel and Geobia. IGARSS 2019: 3716-3719 - [c40]Raian Vargas Maretto, Thales Sehn Körting, Leila Maria Garcia Fonseca:
An Extensible and Easy-to-use Toolbox for Deep Learning Based Analysis of Remote Sensing Images. IGARSS 2019: 9815-9818 - 2018
- [j7]Wanderson S. Costa, Leila Maria Garcia Fonseca, Thales Sehn Körting, Hugo do Nascimento Bendini, Ricardo Cartaxo Modesto de Souza:
Spatio-Temporal Segmentation Applied to Optical Remote Sensing Image Time Series. IEEE Geosci. Remote. Sens. Lett. 15(8): 1299-1303 (2018) - 2017
- [c39]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:
Segmentation of optical remote sensing images for detecting homogeneous regions in space and time. GEOINFO 2017: 40-51 - [c38]Rennan F. B. Marujo, Leila Maria Garcia Fonseca, Thales Sehn Körting, Hugo do Nascimento Bendini:
Spectral normalization between Landsat-8/OLI, Landsat- 7/ETM+ and CBERS-4/MUX bands through linear regression and spectral unmixing. GEOINFO 2017: 273-282 - [c37]Alana Kasahara Neves, Thales Sehn Körting, Leila Maria Garcia Fonseca, Gilberto Ribeiro de Queiroz, Lúbia Vinhas, Karine Reis Ferreira, Maria Isabel Sobral Escada:
TerraClass x MapBiomas: Comparative assessment of legend and mapping agreement analysis. GEOINFO 2017: 295-300 - [c36]Thales Vaz Penha, Mikhaela Aloísia Jéssie Santos Pletsch, Celso Henrique Leite Silva Jr., Thales Sehn Körting, Leila Maria Garcia Fonseca:
Deteccao e delimitacao automatica de corpos hidricos em imagens Sentinel-2: uma proposta de integracao do algoritmo Fmask aos indices espectrais NDWI e MNDWI. GEOINFO 2017: 340-345 - 2016
- [c35]Cesare Di Girolamo Neto, Leila Maria Garcia Fonseca, Thales Sehn Körting:
Assessment of texture features for Brazilian savanna classification: a case study in Brasilia National Park. GEOINFO 2016: 204-215 - [c34]Alexsandro C. O. Silva, Leila Maria Garcia Fonseca, Thales Sehn Körting:
Bayesian network model to predict areas for sugarcane expansion in Brazilian Cerrado. GEOINFO 2016: 216-227 - [c33]Hugo N. Bendini, Leila Maria Garcia Fonseca, Thales Sehn Körting, Rennan F. B. Marujo, Ieda Del'Arco Sanches, Jeferson S. Arcanjo:
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. GEOINFO 2016: 240-251 - 2015
- [c32]Raian Vargas Maretto, Thales Sehn Körting, Emiliano Ferreira Castejon, Leila Maria Garcia Fonseca, Rafael D. C. Santos:
Spectral Attributes Selection based on Data Mining for Remote Sensing Image Classification. GEOINFO 2015: 155-161 - [c31]Alana Kasahara Neves, Hugo N. Bendini, Thales Sehn Körting, Leila Maria Garcia Fonseca:
Combining Time Series Features and Data Mining to Detect Land Cover patterns: a Case Study in Northern Mato Grosso State, Brazil. GEOINFO 2015: 174-185 - [c30]Anderson Reis Soares, Thales Sehn Körting, Leila Maria Garcia Fonseca:
Improvements of the divide and segment method for parallel image segmentation. GEOINFO 2015: 222-232 - [c29]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:
Object-based image analysis for urban land cover classification in the city of Campinas - SP, Brazil. JURSE 2015: 1-4 - [c28]Wanderson S. Costa, Leila Maria Garcia Fonseca, Thales Sehn Körting:
Classifying Grasslands and Cultivated Pastures in the Brazilian Cerrado Using Support Vector Machines, Multilayer Perceptrons and Autoencoders. MLDM 2015: 187-198 - 2014
- [j6]Thales Sehn Körting, Leila Maria Garcia Fonseca, Emiliano Ferreira Castejon, Laércio Massaru Namikawa:
Improvements in Sample Selection Methods for Image Classification. Remote. Sens. 6(8): 7580-7591 (2014) - [j5]Rodrigo Y. M. Nakamura, Leila Maria Garcia Fonseca, Jefersson Alex dos Santos, Ricardo da Silva Torres, Xin-She Yang, João P. Papa:
Nature-Inspired Framework for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 52(4): 2126-2137 (2014) - [c27]Alexsandro C. O. Silva, Marcio Pupin Mello, Leila Maria Garcia Fonseca:
Enhancements to the Bayesian Network for Raster Data (BayNeRD). GeoInfo 2014: 73-82 - [c26]Hugo N. Bendini, Wilson S. Moraes, Simone Costa, Eymar Silva Sampaio Lopes, Thales Sehn Körting, Leila Maria Garcia Fonseca:
Proposta de Sistema de Monitoramento da Sigatoka-Negra Baseado em Variáveis Ambientais Utilizando o TerraMA2. GeoInfo 2014: 168-173 - [c25]Matheus Pinheiro Ferreira, Daniel C. Zanotta, Maciel Zortea, Thales Sehn Körting, Leila Maria Garcia Fonseca, Yosio Edemir Shimabukuro, Carlos Roberto de Souza Filho:
Automatic tree crown delineation in tropical forest using hyperspectral data. IGARSS 2014: 784-787 - 2013
- [j4]Thales Sehn Körting, Leila Maria Garcia Fonseca, Gilberto Câmara:
GeoDMA - Geographic Data Mining Analyst. Comput. Geosci. 57: 133-145 (2013) - [c24]Thales Sehn Körting, Emiliano Ferreira Castejon, Leila Maria Garcia Fonseca:
The Divide and Segment Method for Parallel Image Segmentation. ACIVS 2013: 504-515 - 2012
- [j3]Lilian N. de Faria, Leila Maria Garcia Fonseca, Max H. M. Costa:
Performance Evaluation of Data Compression Systems Applied to Satellite Imagery. J. Electr. Comput. Eng. 2012: 471857:1-471857:15 (2012) - [c23]Rodrigo Nakamura, João Paulo Papa, Leila M. G. Fonseca, Jefersson Alex dos Santos, Ricardo da Silva Torres:
Hyperspectral band selection through Optimum-Path Forest and evolutionary-based algorithms. IGARSS 2012: 3066-3069 - 2011
- [j2]Thales Sehn Körting, Luciano Vieira Dutra, Leila Maria Garcia Fonseca:
A Resegmentation Approach for Detecting Rectangular Objects in High-Resolution Imagery. IEEE Geosci. Remote. Sens. Lett. 8(4): 621-625 (2011) - [c22]Thales Sehn Körting, Leila Maria Garcia Fonseca, Gilberto Câmara:
A Geographical Approach to Self-Organizing Maps Algorithm Applied to Image Segmentation. ACIVS 2011: 162-170 - [c21]Thales Sehn Körting, Emiliano Ferreira Castejon, Leila Maria Garcia Fonseca:
Divide And Segment - An Alternative For Parallel Segmentation. GEOINFO 2011: 97-104 - [c20]Alex Sandro Aguiar Pessoa, Stephan Stephany, Leila Maria Garcia Fonseca:
Feature selection and image classification using rough sets theory. IGARSS 2011: 2904-2907 - [c19]Paolo Gamba, Gianni Lisini, Lívia Tomás, Cláudia Maria de Almeida, Leila M. G. Fonseca:
Joint VHR - LIDAR classification framework in urban areas using a priori knowledge and post processing shape optimization. JURSE 2011: 93-96 - 2010
- [j1]João P. Papa, Leila Maria Garcia Fonseca, Lino Augusto Sander de Carvalho:
Projections Onto Convex Sets through Particle Swarm Optimization and its application for remote sensing image restoration. Pattern Recognit. Lett. 31(13): 1876-1886 (2010) - [c18]Thales Sehn Körting, Luciano Vieira Dutra, Guaraci J. Erthal, Leila Maria Garcia Fonseca:
Assessment of a Modified Version of the EM Algorithm for Remote Sensing Data Classification. CIARP 2010: 476-483 - [c17]Marcio Pupin Mello, Bernardo Friedrich Theodor Rudorff, Marcos Adami, Rodrigo Rizzi, Daniel Alves Aguiar, Aníbal Gusso, Leila Maria Garcia Fonseca:
A simplified Bayesian Network to map soybean plantations. IGARSS 2010: 351-354 - [c16]Lino Augusto Sander de Carvalho, Leila Maria Garcia Fonseca, Evlyn Marcia Leão de Moraes Novo, Giovanni Araujo Boggione:
Comparison of image restoration methods applied to inland aquatic systems images aquired by HR CBERS 2B sensor. IGARSS 2010: 523-526 - [c15]Giovanni Araujo Boggione, Leila Maria Garcia Fonseca, Lino Augusto Sander de Carvalho, Flávio Jorge Ponzoni:
Image restoration and its impact on radiometric measurements. IGARSS 2010: 2218-2221
2000 – 2009
- 2009
- [c14]Joice Seleme Mota, Gilberto Câmara, Maria Isabel Sobral Escada, Olga Regina Fradico de Oliveira Bittencourt, Leila Maria Garcia Fonseca, Lúbia Vinhas:
Case-Based Reasoning for Eliciting the Evolution of Geospatial Objects. COSIT 2009: 405-420 - [c13]Leila Maria Garcia Fonseca, Laércio Massaru Namikawa, Emiliano Ferreira Castejon:
Digital Image Processing in Remote Sensing. SIBGRAPI Tutorials 2009: 59-71 - [c12]Thales Sehn Körting, Luciano Vieira Dutra, Leila Maria Garcia Fonseca:
Detecting Rectangular Objects in Urban Imagery - A Re-Segmentation Approach. VISAPP (2) 2009: 231-236 - 2008
- [c11]Thales Sehn Körting, Leila Maria Garcia Fonseca, Maria Isabel Sobral Escada, Felipe Castro da Silva, Marcelino Pereira dos Santos Silva:
GeoDMA - A Novel System for Spatial Data Mining. ICDM Workshops 2008: 975-978 - [c10]Joice Seleme Mota, Gilberto Câmara, Leila Maria Garcia Fonseca, Maria Isabel Sobral Escada, Olga Regina Fradico de Oliveira Bittencourt:
Applying case-based reasoning in the evolution of deforestation patterns in the Brazilian Amazonia. SAC 2008: 1683-1687 - [c9]Thales Sehn Körting, Leila Maria Garcia Fonseca, Fernando Bação:
Expectation-Maximization x Self-Organizing Maps for Image Classification. SITIS 2008: 359-365 - [c8]Thales Sehn Körting, Leila Maria Garcia Fonseca, Luciano Vieira Dutra, Felipe Castro da Silva:
Image Re-Segmentation - a New Approach Applied to Urban Imagery. VISAPP (1) 2008: 467-472 - 2007
- [c7]Thales Sehn Körting, Luciano Vieira Dutra, Leila Maria Garcia Fonseca, Guaraci J. Erthal, Felipe Castro da Silva:
Improvements to Expectation-Maximization Approach for Unsupervised Classification of Remote Sensing Data. GEOINFO 2007: 3-11 - 2005
- [c6]Vantier Veronezi Bagli, Leila Maria Garcia Fonseca:
Mosaico de Imagens baseado na Análise em Múltiplas Resoluções. GEOINFO 2005: 236-244 - 2004
- [c5]Kamel Bensebaa, Gerald Jean Francis Banon, Leila Maria Garcia Fonseca:
On orbit spatial resolution estimation of CBERS-I CCD camera. ICIG 2004: 576-579 - 2002
- [c4]Dmitry V. Fedorov, Leila Maria Garcia Fonseca, Charles S. Kenney, Bangalore S. Manjunath:
System for automatic registration of remote sensing images. IGARSS 2002: 2459-2461 - [c3]Leila Maria Garcia Fonseca, Max H. M. Costa, S. P. Castellari:
Automatic registration of radar imagery. IGARSS 2002: 2465-2467 - [c2]Maurício Pozzobon Martins, Lamartine N. Frutuoso Guimarães, Leila Maria Garcia Fonseca:
Texture Feature Neural Classifier for Remote Sensing Image Retrieval Systems. SIBGRAPI 2002: 90-
1990 – 1999
- 1999
- [b1]Leila Maria Garcia Fonseca:
Automatic registration based on multiresolution decomposition of remote sensing images. National Institute for Space Research, São José dos Campos, Brazil, 1999 - [c1]Leila Maria Garcia Fonseca, Charles S. Kenney:
Control Point Assessment for Image Registration. SIBGRAPI 1999: 125-132
Coauthor Index
Hugo N. Bendini
aka: Hugo do Nascimento Bendini
aka: Hugo do Nascimento Bendini
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