Michelle Taís Garcia Furuya

Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping

Patrik Olã Bressan, José Marcato, José Augusto Correa Martins et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 40 citations · Full text

Computing, Forestry, Computer Vision +15

A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery

Danielle Elis Garcia Furuya, João Alex Floriano Aguiar, Nayara Vasconcelos Estrabis et al. · Remote Sensing · 2020 · 32 citations · Full text

Computing, Computer Science, Earth Sciences +11

Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network

Maximilian Jaderson de Melo, Diogo Nunes Gonçalves, Marina de Nadai Bonin Gomes et al. · Computers and Electronics in Agriculture · 2022 · 26 citations

Computing, Computer Science, Veterinary Diagnostic Imaging +13

A machine learning approach for mapping surface urban heat island using environmental and socioeconomic variables: a case study in a medium-sized Brazilian city

Michelle Taís Garcia Furuya, Danielle Elis Garcia Furuya, Lucas Oliveira et al. · Environmental Earth Sciences · 2023 · 25 citations · Full text

Social Sciences, Geography, Urban Planning +17

Using a convolutional neural network for fingerling counting: A multi-task learning approach

Diogo Nunes Gonçalves, Plabiany Rodrigo Acosta, Ana Paula Marques Ramos et al. · Aquaculture · 2022 · 17 citations

Computing, Computer Science, Computer Vision +12