Understanding the synergies of deep learning and data fusion of multispectral and panchromatic high resolution commercial satellite imagery for automated ice-wedge polygon detection
Chandi Witharana, Md Abul Ehsan Bhuiyan, Anna Liljedahl, Mikhail Kanevskiy, Howard E. Epstein, Benjamin Jones, R. P. Daanen, C. G. Griffin, Kelcy Kent, Melissa Ward Jones
Topics & Concepts
Panchromatic filmMultispectral imageComputer scienceSatellite imageryRemote sensingArtificial intelligencePolygon (computer graphics)Image fusionConvolutional neural networkImage resolutionPermafrostComputer visionGeologyImage (mathematics)TelecommunicationsFrame (networking)OceanographyClimate change and permafrostGeochemistry and Geologic MappingAtmospheric and Environmental Gas Dynamics