Leila Maria Garcia Fonseca

ORCID

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 22

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

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)
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) (2022)
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) (2022)
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)
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)
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)
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)
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)
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)
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)
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)
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) (2018)
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)
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)
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)
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)
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)
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)
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)
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)
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)
Anderson Reis Soares, Thales Sehn Körting, Leila Maria Garcia Fonseca
Improvements of the divide and segment method for parallel image segmentation. GeoInfo (2015)
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)
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) (2014)
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)
Alexsandro C. O. Silva, Marcio Pupin Mello, Leila Maria Garcia Fonseca
Enhancements to the Bayesian Network for Raster Data (BayNeRD). GeoInfo (2014)
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) (2014)
Thales Sehn Körting, Leila Maria Garcia Fonseca, Gilberto Câmara
GeoDMA - Geographic Data Mining Analyst. Comput. Geosci. 57 (2013)
Thales Sehn Körting, Emiliano Ferreira Castejon, Leila Maria Garcia Fonseca
The Divide and Segment Method for Parallel Image Segmentation. ACIVS (2013)
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 (2012)
Thales Sehn Körting, Emiliano Ferreira Castejon, Leila Maria Garcia Fonseca
Divide And Segment - An Alternative For Parallel Segmentation. GeoInfo (2011)
Thales Sehn Körting, Leila Maria Garcia Fonseca, Gilberto Câmara
A Geographical Approach to Self-Organizing Maps Algorithm Applied to Image Segmentation. ACIVS (2011)
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) (2011)
Alex Sandro Aguiar Pessoa, Stephan Stephany, Leila Maria Garcia Fonseca
Feature selection and image classification using rough sets theory. IGARSS (2011)
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)
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) (2010)
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)
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)
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)
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)
Thales Sehn Körting, Luciano Vieira Dutra, Leila Maria Garcia Fonseca
Detecting Rectangular Objects in Urban Imagery - A Re-Segmentation Approach. VISAPP (2) (2009)
Leila Maria Garcia Fonseca, Laércio Massaru Namikawa, Emiliano Ferreira Castejon
Digital Image Processing in Remote Sensing. SIBGRAPI Tutorials (2009)
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)
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)
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)
Thales Sehn Körting, Leila Maria Garcia Fonseca, Fernando Bação
Expectation-Maximization x Self-Organizing Maps for Image Classification. SITIS (2008)
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)
Vantier Veronezi Bagli, Leila Maria Garcia Fonseca
Mosaico de Imagens baseado na Análise em Múltiplas Resoluções. GeoInfo (2005)
Kamel Bensebaa, Gerald Jean Francis Banon, Leila Maria Garcia Fonseca
On orbit spatial resolution estimation of CBERS-I CCD camera. ICIG (2004)
Leila Maria Garcia Fonseca, Max H. M. Costa, S. P. Castellari
Automatic registration of radar imagery. IGARSS (2002)
Maurício Pozzobon Martins, Lamartine N. Frutuoso Guimarães, Leila Maria Garcia Fonseca
Texture Feature Neural Classifier for Remote Sensing Image Retrieval Systems. SIBGRAPI (2002)
Dmitri G. Fedorov, Leila Maria Garcia Fonseca, Charles S. Kenney, Bangalore S. Manjunath
System for automatic registration of remote sensing images. IGARSS (2002)
Leila Maria Garcia Fonseca, Charles S. Kenney
Control Point Assessment for Image Registration. SIBGRAPI (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Leila Maria Garcia Fonseca