Raian Vargas Maretto

21 papers C 12Misc 1Journal 4Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Mapping Deprived Urban Areas with an Optimized Loss-weight Feature-guided Deep Learning Model. JURSE Paulo Silva Filho, Bedru Tareke, Claudio Persello, Raian Vargas Maretto, Renato Machado, Monika Kuffer, Ángela Abascal, Jon Wang
2024	C	`conf`	Gathering, Structuring, and Analyzing the Space-Related Educational Programs and Their Courses at the Bachelor, Master, PhD, and Continuous Education Levels. IGARSS Mariana Belgiu, Yolla Al Asmar, Raian Vargas Maretto, Hanh La, Stanislav Ronzhin, Heidi Thiemann, Silva Kerkezian, Mari Kolehmainen, Jean-David Bodenan, Danijela Stupar, Nicolas Peter, George Petrakis, Christie Maddock, Emmanouil Detsis
2024	C	`conf`	Selective Logging Detection Via Time-Series Satellite Images. IGARSS Xinyao Huang, Raian Vargas Maretto, Leila Maria Garcia Fonseca, Alfred Stein
2024	C	`conf`	User and Data-Centric Artificial Intelligence for Mapping Urban Deprivation in Multiple Cities Across the Globe. IGARSS Bedru Tareke, Paulo Silva Filho, Claudio Persello, Monika Kuffer, Raian Vargas Maretto, Jon Wang, Ángela Abascal, Priam V. Pillai, Binti Singh, Juan Manuel D'Attoli, Caroline Kabaria, Julio Cesar Pedrassoli, Patricia Lustosa Brito, Peter Elias, Elio Atenógenes, Andrea Ramírez Santiago
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
2023	C	`conf`	Hypersaline Tidal Flats Detection Using Deep Learning Over 37 Years of Landsat Data. IGARSS Maria Luize Pinheiro, Luiz Cortinhas, Cesar Guerreiro Diniz, Raian Vargas Maretto, Mateus Grellert
2023	C	`conf`	Investigating Sar-Optical Deep Learning Data Fusion to Map the Brazilian Cerrado Vegetation with Sentinel Data. IGARSS Paulo Silva Filho, Claudio Persello, Raian Vargas Maretto, Renato Machado
2023	C	`conf`	Task Agnostic Cost Prediction Module for Semantic Labeling in Active Learning. IGARSS Srikumar Sastry, Nathan Jacobs, Mariana Belgiu, Raian Vargas Maretto
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	J	`jnl`	Building Polygon Extraction from Aerial Images and Digital Surface Models with a Frame Field Learning Framework. Remote. Sens. Xiaoyu Sun, Wufan Zhao, Raian Vargas Maretto, Claudio Persello
2021	C	`conf`	Detecting Clearcut Deforestation Employing Deep Learning Methods and SAR Time Series. IGARSS Evandro Carrijo Taquary, Leila M. G. Fonseca, Raian Vargas Maretto, Hugo N. Bendini, Bruno Menini Matosak, Sidnei J. S. Sant'Anna, José C. Mura
2021	C	`conf`	Exploring a Deep Convolutional Neural Network and Geobia for Automatic Recognition of Brazilian Palm Swamps (Veredas) Using Sentinel-2 Optical Data. IGARSS 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
2021	J	`jnl`	Pattern Recognition and Remote Sensing techniques applied to Land Use and Land Cover mapping in the Brazilian Savannah. Pattern Recognit. Lett. 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
2021	J	`jnl`	Spatio-Temporal Deep Learning Approach to Map Deforestation in Amazon Rainforest. IEEE Geosci. Remote. Sens. Lett. Raian Vargas Maretto, Leila M. G. Fonseca, Nathan Jacobs, Thales Sehn Körting, Hugo N. Bendini, Leandro Parente
2020	C	`conf`	Applying A Phenological Object-Based Image Analysis (Phenobia) for Agricultural Land Classification: A Study Case in the Brazilian Cerrado. IGARSS 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
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
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	Misc	`conf`	A framework for modeling and simulating WSC 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
2011	—	`conf`	A Susceptible-Infected Model for Exploring the Effects of Neighborhood Structures on Epidemic Processes - A Segregation Analysis. GEOINFO Leonardo Bacelar Lima Santos, Raian Vargas Maretto, Líliam Cesar de Castro Medeiros, Flávia da Fonseca Feitosa, Antônio Miguel Vieira Monteiro
2008	—	`conf`	Irregular Cellular Spaces: Supporting Realistic Spatial Dynamic Modeling over Geographical Databases. GEOINFO Tiago G. S. Carneiro, Gilberto Câmara, Raian Vargas Maretto