Search Results for author: Luiz H. Buris

Found 2 papers, 0 papers with code

Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification

no code implementations20 Mar 2023 Fabio A. Faria, Luiz H. Buris, Luis A. M. Pereira, Fábio A. M. Cappabianco

Aerial scene classification, which aims to semantically label remote sensing images in a set of predefined classes (e. g., agricultural, beach, and harbor), is a very challenging task in remote sensing due to high intra-class variability and the different scales and orientations of the objects present in the dataset images.

Aerial Scene Classification Classification +3

Mixup-based Deep Metric Learning Approaches for Incomplete Supervision

no code implementations28 Apr 2022 Luiz H. Buris, Daniel C. G. Pedronette, Joao P. Papa, Jurandy Almeida, Gustavo Carneiro, Fabio A. Faria

Deep learning architectures have achieved promising results in different areas (e. g., medicine, agriculture, and security).

Memorization Metric Learning

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