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3 papers
Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks
Giorgio Morales, John Sheppard, Riley Logan +1
In recent years, Hyperspectral Imaging (HSI) has become a powerful source for reliable data in applications such as remote sensing, agriculture, and biomedicine. However, hyperspec…
Estimation of 2D Velocity Model using Acoustic Signals and Convolutional Neural Networks
Marco Apolinario, Samuel Huaman Bustamante, Giorgio Morales +2
The parameters estimation of a system using indirect measurements over the same system is a problem that occurs in many fields of engineering, known as the inverse problem. It also…
End-to-end Cloud Segmentation in High-Resolution Multispectral Satellite Imagery Using Deep Learning
Giorgio Morales, Alejandro Ramírez, Joel Telles
Segmenting clouds in high-resolution satellite images is an arduous and challenging task due to the many types of geographies and clouds a satellite can capture. Therefore, it need…