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ORCIDGilson Alexandre Ostwald Pedro da Costa
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- affiliation: Pontifical Catholic University of Rio de Janeiro, Brazil
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Journal Articles
- 2024
[j18]Pedro Juan Soto Vega
, Panagiotis Papadakis, Marjolaine Matabos, Loïc Van Audenhaege, Annah Ramiere, Jozée Sarrazin, Gilson Alexandre Ostwald Pedro da Costa:
Convolutional neural networks for hydrothermal vents substratum classification: An introspective study. Ecol. Informatics 80: 102535 (2024)- 2023
- [j17]Pedro Juan Soto Vega, Gilson Alexandre Ostwald Pedro da Costa, Mabel X. Ortega Adarme, Jose David Bermudez Castro, Raul Queiroz Feitosa:
Weakly Supervised Domain Adversarial Neural Network for Deforestation Detection in Tropical Forests. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 10264-10278 (2023) - 2022
- [j16]Pedro Juan Soto Vega, Gilson A. O. P. da Costa, Raul Queiroz Feitosa, Mabel X. Ortega, Jose David Bermudez Castro, Javier Noa Turnes:
Domain-Adversarial Neural Networks for Deforestation Detection in Tropical Forests. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j15]Victor Andres Ayma Quirita, Gilson Alexandre Ostwald Pedro da Costa, César Beltrán Castañón:
A Distributed N-FINDR Cloud Computing-Based Solution for Endmembers Extraction on Large-Scale Hyperspectral Remote Sensing Data. Remote. Sens. 14(9): 2153 (2022) - [j14]Renan Bides de Andrade, Guilherme Lúcio Abelha Mota, Gilson Alexandre Ostwald Pedro da Costa:
Deforestation Detection in the Amazon Using DeepLabv3+ Semantic Segmentation Model Variants. Remote. Sens. 14(19): 4694 (2022) - 2020
- [j13]Marinalva Dias Soares, Luciano Vieira Dutra, Gilson Alexandre Ostwald Pedro da Costa, Raul Queiroz Feitosa, Rogério Galante Negri, Pedro Marco Achanccaray Diaz:
A Meta-Methodology for Improving Land Cover and Land Use Classification with SAR Imagery. Remote. Sens. 12(6): 961 (2020) - 2019
- [j12]Laura Elena Cue La Rosa, Raul Queiroz Feitosa, Patrick Nigri Happ, Ieda Del'Arco Sanches, Gilson Alexandre Ostwald Pedro da Costa:
Combining Deep Learning and Prior Knowledge for Crop Mapping in Tropical Regions from Multitemporal SAR Image Sequences. Remote. Sens. 11(17): 2029 (2019) - 2017
- [j11]Gilson A. O. P. Costa, Cristiana Bentes, Rodrigo S. Ferreira, Raul Queiroz Feitosa, Dário Augusto Borges Oliveira:
Exploiting Different Types of Parallelism in Distributed Analysis of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 14(8): 1298-1302 (2017) - [j10]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:
A New Cloud Computing Architecture for the Classification of Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(2): 409-416 (2017) - [j9]Rodrigo S. Ferreira, Cristiana Bentes, Gilson A. O. P. da Costa, Dário A. B. Oliveira, Patrick Nigri Happ, Raul Queiroz Feitosa, Paolo Gamba:
A Set of Methods to Support Object-Based Distributed Analysis of Large Volumes of Earth Observation Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(2): 681-690 (2017) - 2016
- [j8]Victor Andres Ayma, Pedro Achanccaray Diaz, Raul Queiroz Feitosa, Patrick Nigri Happ, Gilson A. O. P. Costa, Tobias Klinger, Christian Heipke:
Metaheuristics for Supervised Parameter Tuning of Multiresolution Segmentation. IEEE Geosci. Remote. Sens. Lett. 13(9): 1364-1368 (2016) - [j7]Patrick Nigri Happ, Gilson Alexandre Ostwald Pedro da Costa, Cristiana Bentes, Raul Queiroz Feitosa, Rodrigo da Silva Ferreira, Ricardo C. Farias:
A Cloud Computing Strategy for Region-Growing Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(12): 5294-5303 (2016) - 2014
- [j6]Gianni Cristian Iannelli, Gianni Lisini, Fabio Dell'Acqua, Raul Queiroz Feitosa, Gilson Alexandre Ostwald Pedro da Costa, Paolo Gamba:
Urban Area Extent Extraction in Spaceborne HR and VHR Data Using Multi-Resolution Features. Sensors 14(10): 18337-18352 (2014) - 2013
- [j5]Raul Queiroz Feitosa, Guilherme Lúcio Abelha Mota, Andrei Olak Alves, Gilson Alexandre Ostwald Pedro da Costa:
Estimating Class Dynamics for Fuzzy Markov Chain-Based Multitemporal Cascade Classification. IEEE Geosci. Remote. Sens. Lett. 10(4): 908-912 (2013) - [j4]Marcelo Musci, Raul Queiroz Feitosa, Gilson Alexandre Ostwald Pedro da Costa, Maria Luiza F. Velloso:
Assessment of Binary Coding Techniques for Texture Characterization in Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 10(6): 1607-1611 (2013) - 2012
- [j3]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:
An open source object-based framework to extract landform classes. Expert Syst. Appl. 39(1): 541-554 (2012) - 2011
- [j2]Paula Beatriz Cerqueira Leite, Raul Queiroz Feitosa, Antônio Roberto Formaggio, Gilson Alexandre Ostwald Pedro da Costa, Kian Pakzad, Ieda Del'Arco Sanches:
Hidden Markov Models for crop recognition in remote sensing image sequences. Pattern Recognit. Lett. 32(1): 19-26 (2011) - [j1]Raul Queiroz Feitosa, Gilson Alexandre Ostwald Pedro da Costa, Guilherme Lúcio Abelha Mota, Bruno Feijó:
Modeling alternatives for fuzzy Markov chain-based classification of multitemporal remote sensing data. Pattern Recognit. Lett. 32(7): 927-940 (2011)
Conference and Workshop Papers
- 2020
- [c10]Victor H. Andres Ayma, Patrick Nigri Happ, Raul Queiroz Feitosa, Gilson A. O. P. Costa, Bruno Feijó:
Symbiotic Trackers' Ensemble with Trackers' Re-initialization for Face Tracking. SIMBig 2020: 250-263 - 2017
- [c9]Victor Hugo Ayma Quirita, Patrick Nigri Happ, Gilson Alexandre Ostwald Pedro da Costa, Raul Queiroz Feitosa:
Symbiotic Tracker Ensemble with Feedback Learning. SIBGRAPI 2017: 421-428 - 2015
- [c8]Luis-Ignacio Jimenez, Antonio J. Plaza, Victor Andres Ayma, Pedro Achanccaray Diaz, Gilson A. O. P. da Costa, Raul Queiroz Feitosa:
Segmentation as postprocessing for hyperspectral image classification. EUROCON 2015: 1-4 - [c7]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:
On the architecture of a big data classification tool based on a map reduce approach for hyperspectral image analysis. IGARSS 2015: 1508-1511 - [c6]Luis-Ignacio Jimenez, Victor Andres Ayma, Pedro Achanccaray Diaz, Gilson A. O. P. Costa, Raul Queiroz Feitosa, Antonio J. Plaza:
Segmentation as postprocessing for hyperspectral image classification. IGARSS 2015: 3723-3726 - [c5]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:
SPT 3.1: A free software for automatic tuning of segmentation parameters in optical, hyperspectral and SAR images. IGARSS 2015: 4332-4335 - [c4]Patrick Nigri Happ, Rodrigo S. Ferreira, Gilson A. O. P. Costa, Raul Queiroz Feitosa, Cristiana Bentes, Paolo Gamba:
Towards distributed region growing image segmentation based on MapReduce. IGARSS 2015: 4352-4355 - 2013
- [c3]Gianni Cristian Iannelli, Paolo Gamba, Fabio Dell'Acqua, Gianni Lisini, Gilson A. O. P. da Costa, Raul Queiroz Feitosa:
Fusion of spectral and spatial features for human settlement extraction. IGARSS 2013: 1222-1225 - [c2]Raul Queiroz Feitosa, Ligia M. Tarazona, Gilson A. O. P. da Costa:
A comparison of SVM-based cascade multitemporal classifiers. IGARSS 2013: 3455-3458 - 2008
- [c1]Paula Beatriz Cerqueira Leite, Raul Queiroz Feitosa, Antônio Roberto Formaggio, Gilson Alexandre Ostwald Pedro da Costa, Kian Pakzad, Ieda Del'Arco Sanches:
Crop Type Recognition Based on Hidden Markov Models of Plant Phenology. SIBGRAPI 2008: 27-34
Coauthor Index
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