Publications

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).
Cite DOI URL
Giorgio Morales (2021). Towards reduced-cost hyperspectral and multispectral image classification.
Cite URL
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.
Cite DOI URL
Giorgio Morales, John W. Sheppard, Bryan Scherrer, Joseph A. Shaw (2020). Reduced-cost hyperspectral convolutional neural networks. Journal of Applied Remote Sensing.
Cite DOI URL
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).
Cite DOI URL
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).
Cite DOI URL
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.
Cite DOI URL
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.
Cite DOI
Giorgio Morales, Itamar Salazar-Reque, Joel Telles, Daniel Díaz (2019). Detecting Violent Robberies in CCTV Videos Using Deep Learning. Artificial Intelligence Applications and Innovations.
Cite DOI
Giorgio Morales, Samuel G. Huamán, Joel Telles (2019). Cloud Detection for PERUSAT-1 Imagery Using Spectral and Texture Descriptors, ANN, and Panchromatic Fusion. Proceedings of the 3rd Brazilian Technology Symposium.
Cite DOI