Giorgio Morales

Automatic Segmentation of Mauritia flexuosa in Unmanned Aerial Vehicle (UAV) Imagery Using Deep Learning

Giorgio Morales, Guillermo Kemper, Grace Sevillano et al. · Forests · 2018 · 87 citations · Full text

Convolutional Neural Network, Engineering, Land Use +23

Hyperspectral Dimensionality Reduction Based on Inter-Band Redundancy Analysis and Greedy Spectral Selection

Giorgio Morales, John W. Sheppard, Riley D. Logan et al. · Remote Sensing · 2021 · 43 citations · Full text

Spectral Theory, Engineering, Machine Learning +22

Improved Yield Prediction of Winter Wheat Using a Novel Two-Dimensional Deep Regression Neural Network Trained via Remote Sensing

Giorgio Morales, John W. Sheppard, Paul B. Hegedus et al. · Sensors · 2023 · 27 citations · Full text

Winter Wheat, Precision Agriculture, Engineering +21

End-to-end Cloud Segmentation in High-Resolution Multispectral Satellite Imagery Using Deep Learning

Giorgio Morales, Alejandro Ramírez, Joel Telles · 2019 · 16 citations · Full text

Hyperspectral Band Selection for Multispectral Image Classification with\n Convolutional Networks

Giorgio Morales, John W. Sheppard, Riley D. Logan et al. · arXiv (Cornell University) · 2021 · 15 citations · Full text