Gabriela Takahashi Miyoshi

Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data

Camile Söthe, Cláudia Maria de Almeida, Marcos Benedito Schimalski et al. · GIScience & Remote Sensing · 2020 · 172 citations · Full text

Computing, Computer Science, Forestry +17

Tree Species Classification in a Highly Diverse Subtropical Forest Integrating UAV-Based Photogrammetric Point Cloud and Hyperspectral Data

Camile Söthe, Michele Dalponte, Cláudia Maria de Almeida et al. · Remote Sensing · 2019 · 133 citations · Full text

Natural Resources, Ecology, Forestry +17

A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images

Gabriela Takahashi Miyoshi, Mauro dos Santos de Arruda, Lucas Prado Osco et al. · Remote Sensing · 2020 · 96 citations · Full text

Natural Resources, Ecology, Forestry +16

Mapping Mosaic Virus in Sugarcane Based on Hyperspectral Images

Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Antônio Maria Garcia Tommaselli et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2016 · 65 citations · Full text

Agriculture, Crop Sciences, Plant Pathology +17

Evaluation of Hyperspectral Multitemporal Information to Improve Tree Species Identification in the Highly Diverse Atlantic Forest

Gabriela Takahashi Miyoshi, Nilton Nobuhiro Imai, Antônio Maria Garcia Tommaselli et al. · Remote Sensing · 2020 · 55 citations · Full text

Natural Resources, Ecology, Forestry +16