Assessing the Generalization Capacity of Convolutional Neural Networks and Vision Transformers for Deforestation Detection in Tropical Biomes
Soto Vega, Pedro J., Lobo Torres, Daliana, Andrade-Miranda, Gustavo X., da Costa, Gilson A. O. P., Feitosa, Raul Queiroz
Published in International archives of the photogrammetry, remote sensing and spatial information sciences. (07.11.2024)
Published in International archives of the photogrammetry, remote sensing and spatial information sciences. (07.11.2024)
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Journal Article
Conference Proceeding
Unsupervised multi-target domain adaptation for deforestation detection in tropical rainforest
Ortega Adarme, Mabel X., da Costa, Gilson A. O. P., Soto Vega, Pedro J., Heipke, Christian, Feitosa, Raul Q.
Published in ISPRS annals of the photogrammetry, remote sensing and spatial information sciences (04.11.2024)
Published in ISPRS annals of the photogrammetry, remote sensing and spatial information sciences (04.11.2024)
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Journal Article
Metaheuristics for Supervised Parameter Tuning of Multiresolution Segmentation
Quirita, Victor Andres Ayma, Achanccaray Diaz, Pedro, Feitosa, Raul Q., Happ, Patrick N., Costa, Gilson A. O. P., Klinger, Tobias, Heipke, Christian
Published in IEEE geoscience and remote sensing letters (01.09.2016)
Published in IEEE geoscience and remote sensing letters (01.09.2016)
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Journal Article
Deep-Sea Fauna Segmentation: A Comparative Analysis of Convolutional and Vision Transformer Architectures at Lucky Strike Vent Field
Soto Vega, Pedro J., Andrade-Miranda, Gustavo X., da Costa, Gilson A. O. P., Papadakis, Panagiotis, Matabos, Marjolaine, Napoleon, Thibault, Karine, Ayoub, Fagundes Gasparoto, Henrique
Published in ISPRS annals of the photogrammetry, remote sensing and spatial information sciences (04.11.2024)
Published in ISPRS annals of the photogrammetry, remote sensing and spatial information sciences (04.11.2024)
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Journal Article
A Set of Methods to Support Object-Based Distributed Analysis of Large Volumes of Earth Observation Data
Ferreira, Rodrigo S., Bentes, Cristiana, Costa, Gilson A. O. P., Oliveira, Dario A. B., Happ, Patrick N., Feitosa, Raul Q., Gamba, Paolo
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.02.2017)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.02.2017)
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Journal Article
Symbiotic Tracker Ensemble with Feedback Learning
Quirita, Victor H. A., Happ, Patrick N., Costa, Gilson A.O.P., Feitosa, Raul Q.
Published in 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (01.10.2017)
Published in 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (01.10.2017)
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Conference Proceeding
AVALIAÇÃO DE CRITÉRIOS DE HETEROGENEIDADE BASEADOS EM ATRIBUTOS MORFOLÓGICOS PARA SEGMENTAÇÃO DE IMAGENS POR CRESCIMENTO DE REGIÕES/Evaluation of Heterogeneity Criteria Based on Morphological Attributes for Image Segmentation by Region Growing
Ferreira, Rodrigo da Silva, Costa, Gilson A O P, Feitosa, Raul Queiroz
Published in Boletim de Ciências Geodésicas (01.07.2013)
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Published in Boletim de Ciências Geodésicas (01.07.2013)
Journal Article
An object-based image analysis approach based on independent segmentations
Musci, Marcelo, Feitosa, Raul Queiroz, Costa, Gilson A. O. P.
Published in Joint Urban Remote Sensing Event 2013 (01.04.2013)
Published in Joint Urban Remote Sensing Event 2013 (01.04.2013)
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Conference Proceeding
Segmentation as postprocessing for hyperspectral image classification
Jimenez, Luis Ignacio, Plaza, Antonio, Ayma, Victor Andres, Achanccaray, Pedro, Costa, Gilson A. O. P., Queiroz Feitosa, Raul
Published in IEEE EUROCON 2015 - International Conference on Computer as a Tool (EUROCON) (01.09.2015)
Published in IEEE EUROCON 2015 - International Conference on Computer as a Tool (EUROCON) (01.09.2015)
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Conference Proceeding