A machine learning based approach to weather parameter estimation in Doppler weather radar.
Satoshi KonToshihisa TanakaHumihiko MizutaniMasakazu WadaPublished in: ICASSP (2011)
Keyphrases
- parameter estimation
- weather data
- machine learning
- model selection
- maximum likelihood
- least squares
- signal processing
- em algorithm
- markov random field
- statistical models
- expectation maximization
- parameter estimation algorithm
- parameters estimation
- parameter values
- posterior distribution
- approximate inference
- radar signal
- estimation problems
- random fields
- maximum likelihood estimation
- computer vision
- structure learning
- synthetic aperture radar
- inductive logic programming
- gibbs sampling
- image reconstruction
- position estimation
- information extraction
- radar images
- knowledge representation
- image processing
- feature selection