Leila M. G. Fonseca

According to our database, Leila M. G. Fonseca authored at least 71 papers between 1999 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Deep Learning and Cloudy Optical Time Series: A Case of Study with LSTM to Map LULC in Pantanal.

Bruno Menini Matosak, Leila Maria Garcia Fonseca, Raian Vargas Maretto

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Detecting Irrigated Croplands: A Comparative Study With Segment Anything Model And Region-Growing Algorithm.

Felipe G. Petrone, Darlan Silva, Aluizio B. Maia, Ieda Del'Arco Sanches, Marcos Adami, Michel E. D. Chaves, Leila M. G. Fonseca

Proceedings of the XXIV Brazilian Symposium on Geoinformatics, 2023

Mapping Flooded Rice in Brazil.

Alexandre Fernandes Filho, Leila M. G. Fonseca, Hugo N. Bendini

Proceedings of the XXIV Brazilian Symposium on Geoinformatics, 2023

2022

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.

Marionei Fomaca de Sousa Junior, Leila Maria Garcia Fonseca, Hugo do Nascimento Bendini

Remote. Sens., December, 2022

Mapping Deforestation in Cerrado Based on Hybrid Deep Learning Architecture and Medium Spatial Resolution Satellite Time Series.

Bruno Menini Matosak, Leila Maria Garcia Fonseca, Evandro Carrijo Taquary, Raian Vargas Maretto, Hugo do Nascimento Bendini, Marcos Adami

Remote. Sens., 2022

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

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

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

Detecting Clearcut Deforestation Employing Deep Learning Methods and SAR Time Series.

Evandro Carrijo Taquary, Leila M. G. Fonseca, Raian Vargas Maretto, Hugo N. Bendini, Bruno Menini Matosak, Sidnei J. S. Sant'Anna, José C. Mura

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Exploring a Deep Convolutional Neural Network and Geobia for Automatic Recognition of Brazilian Palm Swamps (Veredas) Using Sentinel-2 Optical Data.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Characterization of Center Pivot Irrigation Systems in the Irecê-Bahia Agricultural Region Based On Random Forest Classification.

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

Proceedings of the XXII Brazilian Symposium on Geoinformatics - GEOINFO 2020, São José dos Campos, SP, Brazil, online, November 29, 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

Proceedings of the XXII Brazilian Symposium on Geoinformatics - GEOINFO 2020, São José dos Campos, SP, Brazil, online, November 29, 2021

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, 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

Remote. Sens., 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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, Raian Vargas Maretto, Thales Sehn Körting, Pedro J. Leitão, Ieda Del'Arco Sanches, Patrick Hostert

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Espectrorradiometria da folha de Terminalia catappa sp. em diferentes estágios de desenvolvimento.

Isadora H. Ruiz, Philipe S. Simões, Gabriel Máximo da Silva, Andeise C. Dutra, Yosio Edemir Shimabukuro, Leila M. G. Fonseca, Lênio S. Galvão

Proceedings of the XXI Brazilian Symposium on Geoinformatics - GEOINFO 2020, São José dos Campos, SP, Brazil, November 30, 2020

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

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

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

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

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

Proceedings of the XVIII Brazilian Symposium on Geoinformatics, 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

Proceedings of the XVIII Brazilian Symposium on Geoinformatics, 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

Proceedings of the XVIII Brazilian Symposium on Geoinformatics, 2017

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

Proceedings of the XVIII Brazilian Symposium on Geoinformatics, 2017

2016

Bayesian network model to predict areas for sugarcane expansion in Brazilian Cerrado.

Alexsandro C. O. Silva, Leila Maria Garcia Fonseca, Thales Sehn Körting

Proceedings of the XVII Brazilian Symposium on Geoinformatics, 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

Proceedings of the XVII Brazilian Symposium on Geoinformatics, 2016

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

Proceedings of the XVII Brazilian Symposium on Geoinformatics, 2016

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

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 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

Proceedings of the Joint Urban Remote Sensing Event, 2015

Improvements of the divide and segment method for parallel image segmentation.

Anderson Reis Soares, Thales Sehn Körting, Leila Maria Garcia Fonseca

Proceedings of the XVI Brazilian Symposium on GeoInformatics, Campos do Jordão, São Paulo, Brazil, November 29, 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

Proceedings of the XVI Brazilian Symposium on GeoInformatics, Campos do Jordão, São Paulo, Brazil, November 29, 2015

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

Proceedings of the XVI Brazilian Symposium on GeoInformatics, Campos do Jordão, São Paulo, Brazil, November 29, 2015

2014

Nature-Inspired Framework for Hyperspectral Band Selection.

Rodrigo Y. M. Nakamura, Leila Maria Garcia Fonseca, Jefersson Alex dos Santos, Ricardo da Silva Torres, Xin-She Yang, João P. Papa

IEEE Trans. Geosci. Remote. Sens., 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

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

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Enhancements to the Bayesian Network for Raster Data (BayNeRD).

Alexsandro C. O. Silva, Marcio Pupin Mello, Leila Maria Garcia Fonseca

Proceedings of the XV Brazilian Symposium on Geoinformatics, Campos do Jordão, São Paulo, Brazil, November 30, 2014

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

Proceedings of the XV Brazilian Symposium on Geoinformatics, Campos do Jordão, São Paulo, Brazil, November 30, 2014

2013

GeoDMA - Geographic Data Mining Analyst.

Thales Sehn Körting, Leila Maria Garcia Fonseca, Gilberto Câmara

Comput. Geosci., 2013

The Divide and Segment Method for Parallel Image Segmentation.

Thales Sehn Körting, Emiliano Ferreira Castejon, Leila Maria Garcia Fonseca

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012

Performance Evaluation of Data Compression Systems Applied to Satellite Imagery.

Lilian N. de Faria, Leila Maria Garcia Fonseca, Max H. M. Costa

J. Electr. Comput. Eng., 2012

Hyperspectral band selection through Optimum-Path Forest and evolutionary-based algorithms.

Rodrigo Nakamura, João Paulo Papa, Leila M. G. Fonseca, Jefersson Alex dos Santos, Ricardo da Silva Torres

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

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

Joint VHR - LIDAR classification framework in urban areas using a priori knowledge and post processing shape optimization.

Paolo Gamba, Gianni Lisini, Lívia Tomás, Cláudia Maria de Almeida, Leila M. G. Fonseca

Proceedings of the Joint Urban Remote Sensing Event, 2011

Feature selection and image classification using rough sets theory.

Alex Sandro Aguiar Pessoa, Stephan Stephany, Leila Maria Garcia Fonseca

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Divide And Segment - An Alternative For Parallel Segmentation.

Thales Sehn Körting, Emiliano Ferreira Castejon, Leila Maria Garcia Fonseca

Proceedings of the XII Brazilian Symposium on Geoinformatics, 2011

A Geographical Approach to Self-Organizing Maps Algorithm Applied to Image Segmentation.

Thales Sehn Körting, Leila Maria Garcia Fonseca, Gilberto Câmara

Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010

Projections Onto Convex Sets through Particle Swarm Optimization and its application for remote sensing image restoration.

João P. Papa, Leila Maria Garcia Fonseca, Lino Augusto Sander de Carvalho

Pattern Recognit. Lett., 2010

A simplified Bayesian Network to map soybean plantations.

Marcio Pupin Mello, Bernardo Friedrich Theodor Rudorff, Marcos Adami, Rodrigo Rizzi, Daniel Alves Aguiar, Aníbal Gusso, Leila Maria Garcia Fonseca

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Comparison of image restoration methods applied to inland aquatic systems images aquired by HR CBERS 2B sensor.

Lino Augusto Sander de Carvalho, Leila Maria Garcia Fonseca, Evlyn Marcia Leão de Moraes Novo, Giovanni Araujo Boggione

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Image restoration and its impact on radiometric measurements.

Giovanni Araujo Boggione, Leila Maria Garcia Fonseca, Lino Augusto Sander de Carvalho, Flávio Jorge Ponzoni

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

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

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009

Detecting Rectangular Objects in Urban Imagery - A Re-Segmentation Approach.

Thales Sehn Körting, Luciano Vieira Dutra, Leila Maria Garcia Fonseca

Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Digital Image Processing in Remote Sensing.

Leila Maria Garcia Fonseca, Laércio Massaru Namikawa, Emiliano Ferreira Castejon

Proceedings of the Tutorials of the XXII Brazilian Symposium on Computer Graphics and Image Processing, 2009

Case-Based Reasoning for Eliciting the Evolution of Geospatial Objects.

Joice Seleme Mota, Gilberto Câmara, Maria Isabel Sobral Escada, Olga Regina Fradico de Oliveira Bittencourt, Leila Maria Garcia Fonseca, Lúbia Vinhas

Proceedings of the Spatial Information Theory, 9th International Conference, 2009

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

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Expectation-Maximization x Self-Organizing Maps for Image Classification.

Thales Sehn Körting, Leila Maria Garcia Fonseca, Fernando Bação

Proceedings of the 4th IEEE International Conference on Signal Image Technology and Internet Based Systems, 2008

Applying case-based reasoning in the evolution of deforestation patterns in the Brazilian Amazonia.

Joice Seleme Mota, Gilberto Câmara, Leila Maria Garcia Fonseca, Maria Isabel Sobral Escada, Olga Regina Fradico de Oliveira Bittencourt

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

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

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

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

Proceedings of the IX Brazilian Symposium on Geoinformatics, 2007

2005

Mosaico de Imagens baseado na Análise em Múltiplas Resoluções.

Vantier Veronezi Bagli, Leila Maria Garcia Fonseca

Proceedings of the VII Brazilian Symposium on Geoinformatics, 2005

2004

On orbit spatial resolution estimation of CBERS-I CCD camera.

Kamel Bensebaa, Gerald Jean Francis Banon, Leila Maria Garcia Fonseca

Proceedings of the Third International Conference on Image and Graphics, 2004

2002

Texture Feature Neural Classifier for Remote Sensing Image Retrieval Systems.

Maurício Pozzobon Martins, Lamartine N. Frutuoso Guimarães, Leila Maria Garcia Fonseca

Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2002), 2002

Automatic registration of radar imagery.

Leila Maria Garcia Fonseca, Max H. M. Costa, S. P. Castellari

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

System for automatic registration of remote sensing images.

Dmitry V. Fedorov, Leila Maria Garcia Fonseca, Charles S. Kenney, Bangalore S. Manjunath

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

1999

Automatic registration based on multiresolution decomposition of remote sensing images.

Leila Maria Garcia Fonseca

PhD thesis, 1999

Control Point Assessment for Image Registration.

Leila Maria Garcia Fonseca, Charles S. Kenney

Proceedings of the XII Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI '99), 1999