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Raian Vargas Maretto
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2020 – today
- 2023
- [c13]Paulo Silva Filho, Claudio Persello, Raian Vargas Maretto
, Renato Machado:
Investigating Sar-Optical Deep Learning Data Fusion to Map the Brazilian Cerrado Vegetation with Sentinel Data. IGARSS 2023: 1365-1368 - [c12]Maria Luize Pinheiro
, Luiz Cortinhas, Cesar Guerreiro Diniz, Raian Vargas Maretto, Mateus Grellert:
Hypersaline Tidal Flats Detection Using Deep Learning Over 37 Years of Landsat Data. IGARSS 2023: 3337-3340 - [c11]Srikumar Sastry, Nathan Jacobs, Mariana Belgiu, Raian Vargas Maretto:
Task Agnostic Cost Prediction Module for Semantic Labeling in Active Learning. IGARSS 2023: 4990-4993 - [c10]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
- [j4]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
- [j3]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) - [j2]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) - [j1]Xiaoyu Sun, Wufan Zhao
, Raian Vargas Maretto
, Claudio Persello
:
Building Polygon Extraction from Aerial Images and Digital Surface Models with a Frame Field Learning Framework. Remote. Sens. 13(22): 4700 (2021) - [c9]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 - [c8]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 - 2020
- [c7]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 - [c6]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
2010 – 2019
- 2019
- [c5]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 - 2015
- [c4]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 - 2014
- [c3]Tiago Lima, Tiago G. S. Carneiro
, Leandro Silva, Raquel Lana, Cláudia T. Codeço, Izabel C. Reis, Raian Vargas Maretto
, Leonardo B. L. Santos, Antônio Miguel Vieira Monteiro, Líliam Cesar de Castro Medeiros, Flávio Codeço Coelho
:
A framework for modeling and simulating aedes aegypti and dengue fever dynamics. WSC 2014: 1481-1492 - 2011
- [c2]Leonardo Bacelar Lima Santos, Raian Vargas Maretto, Líliam Cesar de Castro Medeiros, Flávia da Fonseca Feitosa, Antônio Miguel Vieira Monteiro:
A Susceptible-Infected Model for Exploring the Effects of Neighborhood Structures on Epidemic Processes - A Segregation Analysis. GEOINFO 2011: 85-96
2000 – 2009
- 2008
- [c1]Tiago G. S. Carneiro, Gilberto Câmara, Raian Vargas Maretto:
Irregular Cellular Spaces: Supporting Realistic Spatial Dynamic Modeling over Geographical Databases. GEOINFO 2008: 109-120
Coauthor Index
aka: Leila Maria Garcia Fonseca
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