Publications

Bruce Maxwell, Paul Hegedus, Sasha Loewen, Hannah Duff, John Sheppard, Amy Peerlinck, Giorgio Morales, Anton Bekkerman (2022). Decision Support From On-Field Precision Experiments.

Cite ResearchGate

Giorgio Morales, John W. Sheppard (2021). Two-dimensional deep regression for early yield prediction of winter wheat. SPIE Future Sensing Technologies 2021.

Giorgio Morales, John Sheppard, Riley Logan, Joseph Shaw (2021). Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks. 2021 International Joint Conference on Neural Networks (IJCNN).

Giorgio Morales (2021). Towards reduced-cost hyperspectral and multispectral image classification.

Giorgio Morales, John W. Sheppard, Riley D. Logan, Joseph A. Shaw (2021). Hyperspectral Dimensionality Reduction Based on Inter-Band Redundancy Analysis and Greedy Spectral Selection. Remote Sensing.

Giorgio Morales, John W. Sheppard, Bryan Scherrer, Joseph A. Shaw (2020). Reduced-cost hyperspectral convolutional neural networks. Journal of Applied Remote Sensing.

Marco Paul E. Apolinario, Samuel G. Huaman Bustamante, Giorgio Morales, Daniel Diaz (2019). Estimation of 2D Velocity Model using Acoustic Signals and Convolutional Neural Networks. 2019 IEEE XXVI International Conference on Electronics, Electrical Engineering and Computing (INTERCON).

Giorgio Morales, Alejandro Ramírez, Joel Telles (2019). End-to-end Cloud Segmentation in High-Resolution Multispectral Satellite Imagery Using Deep Learning. 2019 IEEE XXVI International Conference on Electronics, Electrical Engineering and Computing (INTERCON).

S. Huaman, A. Castro, G. Morales, J. Telles (2019). Regression Models between Active Sensor-Measured NDVI and UAV-Acquired Multispectral Images with Positioning Uncertainty. IEEE Latin America Transactions.

Giorgio Morales, Samuel G. Huamán, Joel Telles (2019). Shadow Removal in High-Resolution Satellite Images Using Conditional Generative Adversarial Networks. Information Management and Big Data.