Leila Maria Garcia Fonseca

55 papers B 2C 17Misc 2Journal 10Unranked 23

Year	Rank	Type	Title / Venue / Authors
2024	C	`conf`	Selective Logging Detection Via Time-Series Satellite Images. IGARSS Xinyao Huang, Raian Vargas Maretto, Leila Maria Garcia Fonseca, Alfred Stein
2023	C	`conf`	Deep Learning and Cloudy Optical Time Series: A Case of Study with LSTM to Map LULC in Pantanal. IGARSS Bruno Menini Matosak, Leila Maria Garcia Fonseca, Raian Vargas Maretto
2022	J	`jnl`	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. Marionei Fomaca de Sousa Junior, Leila Maria Garcia Fonseca, Hugo do Nascimento Bendini
2022	J	`jnl`	Mapping Deforestation in Cerrado Based on Hybrid Deep Learning Architecture and Medium Spatial Resolution Satellite Time Series. Remote. Sens. Bruno Menini Matosak, Leila Maria Garcia Fonseca, Evandro Carrijo Taquary, Raian Vargas Maretto, Hugo do Nascimento Bendini, Marcos Adami
2021	C	`conf`	Detection of Agricultural Activity in Center Pivot Areas in Southeastern Brazil. IGARSS Felipe Rafael de Sá Menezes Lucena, Aline Casassola, Thales Sehn Körting, Leila Maria Garcia Fonseca, Hermann Johann Heinrich Kux
2020	C	`conf`	Assessing Differentiation Between Pasture and Croplands Using Remote Sensing Image Time Series Metrics. IGARSS Marcos Antônio de Almeida Rodrigues, Hugo do Nascimento Bendini, Anderson Reis Soares, Thales Sehn Körting, Leila Maria Garcia Fonseca
2020	C	`conf`	Land Cover Classification of an Area Susceptible to Landslides Using Random Forest and NDVI Time Series Data. IGARSS Tatiana Dias Tardelli Uehara, Anderson Reis Soares, Renata Pacheco Quevedo, Thales Sehn Körting, Leila Maria Garcia Fonseca, Marcos Adami
2020	C	`conf`	Mapping Deforested Areas in the Cerrado Biome through Recurrent Neural Networks. IGARSS Bruno Menini Matosak, Raian Vargas Maretto, Thales Sehn Körting, Marcos Adami, Leila Maria Garcia Fonseca
2019	C	`conf`	An Extensible and Easy-to-use Toolbox for Deep Learning Based Analysis of Remote Sensing Images. IGARSS Raian Vargas Maretto, Thales Sehn Körting, Leila Maria Garcia Fonseca
2019	C	`conf`	Comparing Phenometrics Extracted From Dense Landsat-Like Image Time Series for Crop Classification. IGARSS Hugo do Nascimento Bendini, Leila Maria Garcia Fonseca, Marcel Schwieder, Thales Sehn Körting, Philippe Rufin, Ieda Del'Arco Sanches, Pedro J. Leitão, Patrick Hostert
2019	J	`jnl`	Detailed agricultural land classification in the Brazilian cerrado based on phenological information from dense satellite image time series. Int. J. Appl. Earth Obs. Geoinformation Hugo do Nascimento Bendini, Leila Maria Garcia Fonseca, Marcel Schwieder, Thales Sehn Körting, Philippe Rufin, Ieda Del'Arco Sanches, Pedro J. Leitão, Patrick Hostert
2019	C	`conf`	Hierarchical Classification of Brazilian Savanna Physiognomies Using Very High Spatial Resolution Image, Superpixel and Geobia. IGARSS Alana Kasahara Neves, Thales Sehn Körting, Cesare Di Girolamo Neto, Anderson Reis Soares, Leila Maria Garcia Fonseca
2018	J	`jnl`	Spatio-Temporal Segmentation Applied to Optical Remote Sensing Image Time Series. IEEE Geosci. Remote. Sens. Lett. Wanderson S. Costa, Leila Maria Garcia Fonseca, Thales Sehn Körting, Hugo do Nascimento Bendini, Ricardo Cartaxo Modesto de Souza
2017	—	`conf`	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 Thales Vaz Penha, Mikhaela Aloísia Jéssie Santos Pletsch, Celso Henrique Leite Silva Jr., Thales Sehn Körting, Leila Maria Garcia Fonseca
2017	—	`conf`	Spectral normalization between Landsat-8/OLI, Landsat- 7/ETM+ and CBERS-4/MUX bands through linear regression and spectral unmixing. GEOINFO Rennan F. B. Marujo, Leila Maria Garcia Fonseca, Thales Sehn Körting, Hugo do Nascimento Bendini
2017	—	`conf`	TerraClass x MapBiomas: Comparative assessment of legend and mapping agreement analysis. GEOINFO Alana Kasahara Neves, Thales Sehn Körting, Leila Maria Garcia Fonseca, Gilberto Ribeiro de Queiroz, Lúbia Vinhas, Karine Reis Ferreira, Maria Isabel Sobral Escada
2016	—	`conf`	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 Hugo N. Bendini, Leila Maria Garcia Fonseca, Thales Sehn Körting, Rennan F. B. Marujo, Ieda Del'Arco Sanches, Jeferson S. Arcanjo
2016	—	`conf`	Assessment of texture features for Brazilian savanna classification: a case study in Brasilia National Park. GEOINFO Cesare Di Girolamo Neto, Leila Maria Garcia Fonseca, Thales Sehn Körting
2016	—	`conf`	Bayesian network model to predict areas for sugarcane expansion in Brazilian Cerrado. GEOINFO Alexsandro C. O. Silva, Leila Maria Garcia Fonseca, Thales Sehn Körting
2015	—	`conf`	Classifying Grasslands and Cultivated Pastures in the Brazilian Cerrado Using Support Vector Machines, Multilayer Perceptrons and Autoencoders. MLDM Wanderson S. Costa, Leila Maria Garcia Fonseca, Thales Sehn Körting
2015	—	`conf`	Combining Time Series Features and Data Mining to Detect Land Cover patterns: a Case Study in Northern Mato Grosso State, Brazil. GEOINFO Alana Kasahara Neves, Hugo N. Bendini, Thales Sehn Körting, Leila Maria Garcia Fonseca
2015	—	`conf`	Improvements of the divide and segment method for parallel image segmentation. GEOINFO Anderson Reis Soares, Thales Sehn Körting, Leila Maria Garcia Fonseca
2015	—	`conf`	Spectral Attributes Selection based on Data Mining for Remote Sensing Image Classification. GEOINFO Raian Vargas Maretto, Thales Sehn Körting, Emiliano Ferreira Castejon, Leila Maria Garcia Fonseca, Rafael D. C. Santos
2014	C	`conf`	Automatic tree crown delineation in tropical forest using hyperspectral data. IGARSS Matheus Pinheiro Ferreira, Daniel C. Zanotta, Maciel Zortea, Thales Sehn Körting, Leila Maria Garcia Fonseca, Yosio Edemir Shimabukuro, Carlos Roberto de Souza Filho
2014	—	`conf`	Enhancements to the Bayesian Network for Raster Data (BayNeRD). GeoInfo Alexsandro C. O. Silva, Marcio Pupin Mello, Leila Maria Garcia Fonseca
2014	J	`jnl`	Improvements in Sample Selection Methods for Image Classification. Remote. Sens. Thales Sehn Körting, Leila Maria Garcia Fonseca, Emiliano Ferreira Castejon, Laércio Massaru Namikawa
2014	J	`jnl`	Nature-Inspired Framework for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. Rodrigo Y. M. Nakamura, Leila Maria Garcia Fonseca, Jefersson Alex dos Santos, Ricardo da Silva Torres, Xin-She Yang, João P. Papa
2014	—	`conf`	Proposta de Sistema de Monitoramento da Sigatoka-Negra Baseado em Variáveis Ambientais Utilizando o TerraMA2. GeoInfo Hugo N. Bendini, Wilson S. Moraes, Simone Costa, Eymar Silva Sampaio Lopes, Thales Sehn Körting, Leila Maria Garcia Fonseca
2013	J	`jnl`	GeoDMA - Geographic Data Mining Analyst. Comput. Geosci. Thales Sehn Körting, Leila Maria Garcia Fonseca, Gilberto Câmara
2013	B	`conf`	The Divide and Segment Method for Parallel Image Segmentation. ACIVS Thales Sehn Körting, Emiliano Ferreira Castejon, Leila Maria Garcia Fonseca
2012	J	`jnl`	Performance Evaluation of Data Compression Systems Applied to Satellite Imagery. J. Electr. Comput. Eng. Lilian N. de Faria, Leila Maria Garcia Fonseca, Max H. M. Costa
2011	B	`conf`	A Geographical Approach to Self-Organizing Maps Algorithm Applied to Image Segmentation. ACIVS Thales Sehn Körting, Leila Maria Garcia Fonseca, Gilberto Câmara
2011	J	`jnl`	A Resegmentation Approach for Detecting Rectangular Objects in High-Resolution Imagery. IEEE Geosci. Remote. Sens. Lett. Thales Sehn Körting, Luciano Vieira Dutra, Leila Maria Garcia Fonseca
2011	—	`conf`	Divide And Segment - An Alternative For Parallel Segmentation. GEOINFO Thales Sehn Körting, Emiliano Ferreira Castejon, Leila Maria Garcia Fonseca
2011	C	`conf`	Feature selection and image classification using rough sets theory. IGARSS Alex Sandro Aguiar Pessoa, Stephan Stephany, Leila Maria Garcia Fonseca
2010	C	`conf`	A simplified Bayesian Network to map soybean plantations. IGARSS Marcio Pupin Mello, Bernardo Friedrich Theodor Rudorff, Marcos Adami, Rodrigo Rizzi, Daniel Alves Aguiar, Aníbal Gusso, Leila Maria Garcia Fonseca
2010	C	`conf`	Assessment of a Modified Version of the EM Algorithm for Remote Sensing Data Classification. CIARP Thales Sehn Körting, Luciano Vieira Dutra, Guaraci J. Erthal, Leila Maria Garcia Fonseca
2010	C	`conf`	Comparison of image restoration methods applied to inland aquatic systems images aquired by HR CBERS 2B sensor. IGARSS Lino Augusto Sander de Carvalho, Leila Maria Garcia Fonseca, Evlyn Marcia Leão de Moraes Novo, Giovanni Araujo Boggione
2010	C	`conf`	Image restoration and its impact on radiometric measurements. IGARSS Giovanni Araujo Boggione, Leila Maria Garcia Fonseca, Lino Augusto Sander de Carvalho, Flávio Jorge Ponzoni
2010	J	`jnl`	Projections Onto Convex Sets through Particle Swarm Optimization and its application for remote sensing image restoration. Pattern Recognit. Lett. João P. Papa, Leila Maria Garcia Fonseca, Lino Augusto Sander de Carvalho
2009	—	`conf`	Case-Based Reasoning for Eliciting the Evolution of Geospatial Objects. COSIT Joice Seleme Mota, Gilberto Câmara, Maria Isabel Sobral Escada, Olga Regina Fradico de Oliveira Bittencourt, Leila Maria Garcia Fonseca, Lúbia Vinhas
2009	—	`conf`	Detecting Rectangular Objects in Urban Imagery - A Re-Segmentation Approach. VISAPP (2) Thales Sehn Körting, Luciano Vieira Dutra, Leila Maria Garcia Fonseca
2009	—	`conf`	Digital Image Processing in Remote Sensing. SIBGRAPI Tutorials Leila Maria Garcia Fonseca, Laércio Massaru Namikawa, Emiliano Ferreira Castejon
2008	Misc	`conf`	Applying case-based reasoning in the evolution of deforestation patterns in the Brazilian Amazonia. SAC Joice Seleme Mota, Gilberto Câmara, Leila Maria Garcia Fonseca, Maria Isabel Sobral Escada, Olga Regina Fradico de Oliveira Bittencourt
2008	—	`conf`	Expectation-Maximization x Self-Organizing Maps for Image Classification. SITIS Thales Sehn Körting, Leila Maria Garcia Fonseca, Fernando Bação
2008	—	`conf`	GeoDMA - A Novel System for Spatial Data Mining. ICDM Workshops Thales Sehn Körting, Leila Maria Garcia Fonseca, Maria Isabel Sobral Escada, Felipe Castro da Silva, Marcelino Pereira dos Santos Silva
2008	—	`conf`	Image Re-Segmentation - a New Approach Applied to Urban Imagery. VISAPP (1) Thales Sehn Körting, Leila Maria Garcia Fonseca, Luciano Vieira Dutra, Felipe Castro da Silva
2007	—	`conf`	Improvements to Expectation-Maximization Approach for Unsupervised Classification of Remote Sensing Data. GEOINFO Thales Sehn Körting, Luciano Vieira Dutra, Leila Maria Garcia Fonseca, Guaraci J. Erthal, Felipe Castro da Silva
2005	—	`conf`	Mosaico de Imagens baseado na Análise em Múltiplas Resoluções. GEOINFO Vantier Veronezi Bagli, Leila Maria Garcia Fonseca
2004	Misc	`conf`	On orbit spatial resolution estimation of CBERS-I CCD camera. ICIG Kamel Bensebaa, Gerald Jean Francis Banon, Leila Maria Garcia Fonseca
2002	C	`conf`	Automatic registration of radar imagery. IGARSS Leila Maria Garcia Fonseca, Max H. M. Costa, S. P. Castellari
2002	C	`conf`	System for automatic registration of remote sensing images. IGARSS Dmitry V. Fedorov, Leila Maria Garcia Fonseca, Charles S. Kenney, Bangalore S. Manjunath
2002	—	`conf`	Texture Feature Neural Classifier for Remote Sensing Image Retrieval Systems. SIBGRAPI Maurício Pozzobon Martins, Lamartine N. Frutuoso Guimarães, Leila Maria Garcia Fonseca
1999	—	`—`	Automatic registration based on multiresolution decomposition of remote sensing images. Leila Maria Garcia Fonseca
1999	—	`conf`	Control Point Assessment for Image Registration. SIBGRAPI Leila Maria Garcia Fonseca, Charles S. Kenney