Machine learning for phase-resolved reconstruction of nonlinear ocean wave surface elevations from sparse remote sensing data.
Svenja EhlersMarco KleinAlexander HeinleinMathies WedlerNicolas DesmarsNorbert P. HoffmannMerten StenderPublished in: CoRR (2023)
Keyphrases
- remote sensing data
- machine learning
- compressed sensing
- remote sensing
- three dimensional
- reconstruction process
- compressive sensing
- surface model
- multispectral
- reconstruction method
- remote sensing images
- wave equation
- shape recovery
- high resolution
- remotely sensed data
- surface temperature
- image reconstruction
- land cover
- earth observation
- visual hull
- data mining
- sparse representation
- learning algorithm
- random projections
- surface reconstruction
- pattern recognition
- hyperspectral
- d objects
- high dimensional
- digital elevation models
- feature selection
- range data
- super resolution
- image data
- active learning
- decision trees
- data sets