Antônio Maria Garcia Tommaselli

Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

Olli Nevalainen, Eija Honkavaara, Sakari Tuominen et al. · Remote Sensing · 2017 · 405 citations · Full text

Precision Agriculture, Engineering, Forest Biometrics +16

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 · 166 citations · Full text

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 · 125 citations · Full text

Precision Agriculture, Tree Species Classification, Engineering +18

Automatic shadow segmentation in aerial color images

Airton Marco Polidório, Franklin César Flores, Nilton Nobuhiro Imai et al. · 2004 · 101 citations

Atmospheric Dispersion, Engineering, Multispectral Imaging +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 · 93 citations · Full text

Engineering, Machine Learning, Multispectral Imaging +18