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Leila M. G. Fonseca
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2020 – today
- 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
aka: Hugo do Nascimento Bendini
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