Raian Vargas Maretto

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 13

Top Topics

Automatic Recognition

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Srikumar Sastry, Nathan Jacobs, Mariana Belgiu, Raian Vargas Maretto
Task Agnostic Cost Prediction Module for Semantic Labeling in Active Learning. IGARSS (2023)
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)
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)
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)
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)
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 (2021)
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)
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) (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) (2021)
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)
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)
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 D. A. Sanches, Patrick Hostert
Applying A Phenological Object-Based Image Analysis (Phenobia) for Agricultural Land Classification: A Study Case in the Brazilian Cerrado. IGARSS (2020)
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)
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)
Tiago Lima, Tiago Garcia de Senna Carneiro, Leandro Silva, Raquel Lana, Cláudia T. Codeço, Izabel C. Reis, Raian Vargas Maretto, Leonardo Bacelar Lima Santos, Antônio Miguel Vieira Monteiro, Líliam Cesar de Castro Medeiros, Flávio Codeço Coelho
and dengue fever dynamics. WSC (2014)
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)
Tiago Garcia de Senna Carneiro, Gilberto Câmara, Raian Vargas Maretto
Irregular Cellular Spaces: Supporting Realistic Spatial Dynamic Modeling over Geographical Databases. GeoInfo (2008)