Search Results - "Machado, Gabriel L. S"

Facing Erosion Identification in Railway Lines Using Pixel-Wise Deep-Based Approaches by Nogueira, Keiller, L. S. Machado, Gabriel, H. T. Gama, Pedro, C. V. da Silva, Caio, Balaniuk, Remis, A. dos Santos, Jefersson

“…Soil erosion is considered one of the most expensive natural hazards with a high impact on several infrastructure assets. Among them, railway lines are one of…”
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Fully convolutional open set segmentation by Oliveira, Hugo, Silva, Caio, Machado, Gabriel L. S., Nogueira, Keiller, dos Santos, Jefersson A.

“…In traditional semantic segmentation, knowing about all existing classes is essential to yield effective results with the majority of existing approaches…”
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A Tool for Bridge Detection in Major Infrastructure Works Using Satellite Images by Nogueira, Keiller, Cesar, Caio, Gama, Pedro H. T., Machado, Gabriel L. S., dos Santos, Jefersson A.

“…The identification of bridges in major infrastructure works is crucial to provide information about the status of these constructions and support possible…”
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Fully Convolutional Open Set Segmentation by Oliveira, Hugo, Silva, Caio, Machado, Gabriel L. S, Nogueira, Keiller, Santos, Jefersson A. dos

“…In semantic segmentation knowing about all existing classes is essential to yield effective results with the majority of existing approaches. However, these…”
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