Deep Learning (DL)

Projects

Cloud-based Analytical Framework for Precipitation Research (CAPRi)
Components, Cloud-based Analytical Framework for Precipitation Research (CAPRi)

Researchers at the University of Alabama in Huntsville’s (UAH) Information Technology and Systems Center (ITSC) and Earth Systems Science Center (ESSC), in collaboration with the NASA Marshall Space Flight Center (NASA/MSFC), are developing a Cloud-based Analytic Framework for Precipitation...

Super Multispectral Enhancement and Radar Fusion (SMERF)
Comparison of low-resolution satellite image (left) and CNN super-resolution image (right) for a region where no corresponding high-resolution image is available.

Researchers at the University of Alabama in Huntsville’s (UAH) Information Technology and Systems Center (ITSC) are conducting research in deep learning and super image resolution to develop an improved method of pan-sharpening MSI and fusing the results with SAR data. Results will provide an...