Giorgio Morales

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Satellite Imagery

Top Venues

Publications

Giorgio Morales, John W. Sheppard
Univariate Skeleton Prediction in Multivariate Systems Using Transformers. CoRR (2024)
Giorgio Morales, John W. Sheppard
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management Zones. CoRR (2024)
Giorgio Morales, John W. Sheppard
Counterfactual Explanations of Neural Network-Generated Response Curves. IJCNN (2023)
Giorgio Morales, John W. Sheppard
Counterfactual Explanations of Neural Network-Generated Response Curves. CoRR (2023)
Giorgio Morales, John W. Sheppard, Paul B. Hegedus, Bruce D. Maxwell
Improved Yield Prediction of Winter Wheat Using a Novel Two-Dimensional Deep Regression Neural Network Trained via Remote Sensing. Sensors 23 (1) (2023)
Giorgio Morales, John W. Sheppard
Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation. CoRR (2022)
Giorgio Morales, John Sheppard, Riley Logan, Joseph A. Shaw
Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks. IJCNN (2021)
Giorgio Morales, John W. Sheppard, Riley Logan, Joseph A. Shaw
Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks. CoRR (2021)
Giorgio Morales, John W. Sheppard
Two-dimensional Deep Regression for Early Yield Prediction of Winter Wheat. CoRR (2021)
Giorgio Morales, John W. Sheppard, Riley Logan, Joseph A. Shaw
Hyperspectral Dimensionality Reduction Based on Inter-Band Redundancy Analysis and Greedy Spectral Selection. Remote. Sens. 13 (18) (2021)
Giorgio Morales, Itamar Salazar-Reque, Joel Telles, Daniel Díaz
Detecting Violent Robberies in CCTV Videos Using Deep Learning. AIAI (2019)
Marco Apolinario, Samuel Huaman Bustamante, Giorgio Morales, Joel Telles, Daniel Díaz
Estimation of 2D Velocity Model using Acoustic Signals and Convolutional Neural Networks. CoRR (2019)
Giorgio Morales, Alejandro Ramírez, Joel Telles
End-to-end Cloud Segmentation in High-Resolution Multispectral Satellite Imagery Using Deep Learning. CoRR (2019)
Giorgio Morales, Samuel G. Huamán, Joel Telles
Cloud Detection in High-Resolution Multispectral Satellite Imagery Using Deep Learning. ICANN (3) (2018)
Giorgio Morales, Samuel G. Huamán, Joel Telles
Shadow Removal in High-Resolution Satellite Images Using Conditional Generative Adversarial Networks. SIMBig (2018)