Crop Type Recognition Based on Hidden Markov Models of Plant Phenology. - Paula Beatriz Cerqueira Leite; Raul Queiroz Feitosa; Antônio Roberto Formaggio; Gilson Alexandre Ostwald Pedro da Costa; Kian Pakzad; Ieda Del'Arco Sanches (SIBGRAPI, 2008)

Modeling alternatives for fuzzy Markov chain-based classification of multitemporal remote sensing data. - Raul Queiroz Feitosa; Gilson Alexandre Ostwald Pedro da Costa; Guilherme Lúcio Abelha Mota; Bruno Feijó (Pattern Recognit. Lett., 2011)

Hidden Markov Models for crop recognition in remote sensing image sequences. - Paula Beatriz Cerqueira Leite; Raul Queiroz Feitosa; Antônio Roberto Formaggio; Gilson Alexandre Ostwald Pedro da Costa; Kian Pakzad; Ieda Del'Arco Sanches (Pattern Recognit. Lett., 2011)

An open source object-based framework to extract landform classes. - Flavio Fortes Camargo; Cláudia Maria de Almeida; Gilson Alexandre Ostwald Pedro da Costa; Raul Queiroz Feitosa; Dário Augusto Borges Oliveira; Christian Heipke; Rodrigo S. Ferreira (Expert Syst. Appl., 2012)

A comparison of SVM-based cascade multitemporal classifiers. - Raul Queiroz Feitosa; Ligia M. Tarazona; Gilson A. O. P. da Costa (IGARSS, 2013)

Fusion of spectral and spatial features for human settlement extraction. - Gianni Cristian Iannelli; Paolo Gamba; Fabio Dell'Acqua; Gianni Lisini; Gilson A. O. P. da Costa; Raul Queiroz Feitosa (IGARSS, 2013)

Estimating Class Dynamics for Fuzzy Markov Chain-Based Multitemporal Cascade Classification. - Raul Queiroz Feitosa; Guilherme Lúcio Abelha Mota; Andrei Olak Alves; Gilson Alexandre Ostwald Pedro da Costa (IEEE Geosci. Remote. Sens. Lett., 2013)

Assessment of Binary Coding Techniques for Texture Characterization in Remote Sensing Imagery. - Marcelo Musci; Raul Queiroz Feitosa; Gilson Alexandre Ostwald Pedro da Costa; Maria Luiza F. Velloso (IEEE Geosci. Remote. Sens. Lett., 2013)

Urban Area Extent Extraction in Spaceborne HR and VHR Data Using Multi-Resolution Features. - Gianni Cristian Iannelli; Gianni Lisini; Fabio Dell'Acqua; Raul Queiroz Feitosa; Gilson Alexandre Ostwald Pedro da Costa; Paolo Gamba (Sensors, 2014)

SPT 3.1: A free software for automatic tuning of segmentation parameters in optical, hyperspectral and SAR images. - Pedro Achanccaray Diaz; Victor Andres Ayma; Luis-Ignacio Jimenez; Sergio Bernabé; Patrick Nigri Happ; Gilson A. O. P. Costa; Raul Queiroz Feitosa; Antonio J. Plaza (IGARSS, 2015)

On the architecture of a big data classification tool based on a map reduce approach for hyperspectral image analysis. - Victor Andres Ayma; Rodrigo S. Ferreira; Patrick Nigri Happ; Dário Augusto Borges Oliveira; Gilson A. O. P. Costa; Raul Queiroz Feitosa; Antonio J. Plaza; Paolo Gamba (IGARSS, 2015)

Towards distributed region growing image segmentation based on MapReduce. - Patrick Nigri Happ; Rodrigo S. Ferreira; Gilson A. O. P. Costa; Raul Queiroz Feitosa; Cristiana Bentes; Paolo Gamba (IGARSS, 2015)

Segmentation as postprocessing for hyperspectral image classification. - Luis-Ignacio Jimenez; Victor Andres Ayma; Pedro Achanccaray Diaz; Gilson A. O. P. Costa; Raul Queiroz Feitosa; Antonio J. Plaza (IGARSS, 2015)

Metaheuristics for Supervised Parameter Tuning of Multiresolution Segmentation. - Victor Andres Ayma; Pedro Achanccaray Diaz; Raul Queiroz Feitosa; Patrick Nigri Happ; Gilson A. O. P. Costa; Tobias Klinger; Christian Heipke (IEEE Geosci. Remote. Sens. Lett., 2016)

A Cloud Computing Strategy for Region-Growing Segmentation. - Patrick Nigri Happ; Gilson Alexandre Ostwald Pedro da Costa; Cristiana Bentes; Raul Queiroz Feitosa; Rodrigo da Silva Ferreira; Ricardo C. Farias (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Symbiotic Tracker Ensemble with Feedback Learning. - Victor Hugo Ayma Quirita; Patrick Nigri Happ; Gilson Alexandre Ostwald Pedro da Costa; Raul Queiroz Feitosa (SIBGRAPI, 2017)

Exploiting Different Types of Parallelism in Distributed Analysis of Remote Sensing Data. - Gilson A. O. P. Costa; Cristiana Bentes; Rodrigo S. Ferreira; Raul Queiroz Feitosa; Dário Augusto Borges Oliveira (IEEE Geosci. Remote. Sens. Lett., 2017)

A Set of Methods to Support Object-Based Distributed Analysis of Large Volumes of Earth Observation Data. - Rodrigo S. Ferreira; Cristiana Bentes; Gilson A. O. P. da Costa; Dário A. B. Oliveira; Patrick Nigri Happ; Raul Queiroz Feitosa; Paolo Gamba (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

A New Cloud Computing Architecture for the Classification of Remote Sensing Data. - Victor Andres Ayma Quirita; Gilson Alexandre Ostwald Pedro da Costa; Patrick Nigri Happ; Raul Queiroz Feitosa; Rodrigo da Silva Ferreira; Dário Augusto Borges Oliveira; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Combining Deep Learning and Prior Knowledge for Crop Mapping in Tropical Regions from Multitemporal SAR Image Sequences. - Laura Elena Cue La Rosa; Raul Queiroz Feitosa; Patrick Nigri Happ; Ieda Del'Arco Sanches; Gilson Alexandre Ostwald Pedro da Costa (Remote. Sens., 2019)

Symbiotic Trackers' Ensemble with Trackers' Re-initialization for Face Tracking. - Victor H. Andres Ayma; Patrick Nigri Happ; Raul Queiroz Feitosa; Gilson A. O. P. Costa; Bruno Feijó (SIMBig, 2020)

A Meta-Methodology for Improving Land Cover and Land Use Classification with SAR Imagery. - Marinalva Dias Soares; Luciano Vieira Dutra; Gilson Alexandre Ostwald Pedro da Costa; Raul Queiroz Feitosa; Rogério Galante Negri; Pedro Marco Achanccaray Diaz (Remote. Sens., 2020)

Domain-Adversarial Neural Networks for Deforestation Detection in Tropical Forests. - Pedro Juan Soto Vega; Gilson A. O. P. da Costa; Raul Queiroz Feitosa; Mabel X. Ortega; Jose David Bermudez Castro; Javier Noa Turnes (IEEE Geosci. Remote. Sens. Lett., 2022)

Deforestation Detection in the Amazon Using DeepLabv3+ Semantic Segmentation Model Variants. - Renan Bides de Andrade; Guilherme Lúcio Abelha Mota; Gilson Alexandre Ostwald Pedro da Costa (Remote. Sens., 2022)

A Distributed N-FINDR Cloud Computing-Based Solution for Endmembers Extraction on Large-Scale Hyperspectral Remote Sensing Data. - Victor Andres Ayma Quirita; Gilson Alexandre Ostwald Pedro da Costa; César Beltrán Castañón (Remote. Sens., 2022)

Weakly Supervised Domain Adversarial Neural Network for Deforestation Detection in Tropical Forests. - Pedro Juan Soto Vega; Gilson Alexandre Ostwald Pedro da Costa; Mabel X. Ortega Adarme; Jose David Bermudez Castro; Raul Queiroz Feitosa (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Convolutional neural networks for hydrothermal vents substratum classification: An introspective study. - Pedro Juan Soto Vega; Panagiotis Papadakis; Marjolaine Matabos; Loïc Van Audenhaege; Annah Ramiere; Jozée Sarrazin; Gilson Alexandre Ostwald Pedro da Costa (Ecol. Informatics, 2024)

Adversarial domain adaptation for deforestation detection in remote sensing imagery. - José Matheus Fonseca dos Santos; Pedro Juan Soto Vega; Guilherme Lúcio Abelha Mota; Gilson Alexandre Ostwald Pedro da Costa (Ecol. Informatics, 2025)