Constraining the Multiscale Structure of Geophysical Fields in Machine Learning: The Case of Precipitation.
Clément GuilloteauPhong V. V. LeEfi Foufoula-GeorgiouPublished in: IEEE Geosci. Remote. Sens. Lett. (2023)
Keyphrases
- machine learning
- multiscale
- wavelet transform
- computer vision
- pattern recognition
- machine learning methods
- scale space
- long term
- graph structure
- image segmentation
- image processing
- neural network
- genetic algorithm
- affine invariant
- geometric structure
- inductive learning
- structural information
- learning tasks
- network structure
- fine scale
- tree structure
- knowledge acquisition
- edge detection
- information extraction
- support vector machine
- knowledge representation
- active learning
- data analysis
- knowledge base
- learning algorithm