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- Leila M. G. Fonseca
aka: Leila Maria Garcia Fonseca
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Publication search results
found 73 matches
- 2024
- 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) - Xinyao Huang, Raian Vargas Maretto, Leila Maria Garcia Fonseca, Alfred Stein:
Selective Logging Detection Via Time-Series Satellite Images. IGARSS 2024: 10399-10403 - 2023
- Alexandre Fernandes Filho, Leila M. G. Fonseca, Hugo N. Bendini:
Mapping Flooded Rice in Brazil. GEOINFO 2023: 376-381 - 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 - 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
- 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) - 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) - 2021
- 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) - 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) - 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) - 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 - 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 - 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 - 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 - 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 - 2020
- 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) - 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 - 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 - 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 - 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 - 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 - 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 - 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) - 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 - 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 - 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 - 2018
- 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
- 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 - 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 - 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
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