Search Results - "Machado, Gabriel L."

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  1. 1

    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

    Published in Remote sensing (Basel, Switzerland) (01-02-2020)
    “…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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    Journal Article
  2. 2

    Fully convolutional open set segmentation by Oliveira, Hugo, Silva, Caio, Machado, Gabriel L. S., Nogueira, Keiller, dos Santos, Jefersson A.

    Published in Machine learning (01-05-2023)
    “…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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    Journal Article
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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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    Conference Proceeding
  5. 5

    LSPR-Based Biosensor for Dengue Virus Detection by Teixeira, Felipe M. F., Machado, Gabriel L., Ferreira, Gabriel S. C., Versiani, Alice F., Andrade, Lidia M., da Fonseca, Flavio G., Ramirez, Jhonattan C.

    Published in 2021 Photonics North (PN) (31-05-2021)
    “…In this work, a biosensor based on Localized Surface Plasmon Resonance (LSPR) system to detect the four serotypes of the Dengue Virus (DENVx), is presented and…”
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    Conference Proceeding
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  8. 8

    Fully Convolutional Open Set Segmentation by Oliveira, Hugo, Silva, Caio, Machado, Gabriel L. S, Nogueira, Keiller, Santos, Jefersson A. dos

    Published 25-06-2020
    “…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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    Journal Article