Iterative convolution particle filtering for nonlinear parameter estimation and data assimilation with application to crop yield prediction.
Yuting ChenSamis TrevezasPaul-Henry CournèdePublished in: SIAM Conf. on Control and its Applications (2013)
Keyphrases
- parameter estimation
- particle filtering
- maximum likelihood
- particle filter
- least squares
- markov random field
- data assimilation
- model selection
- markov chain monte carlo
- random fields
- em algorithm
- visual tracking
- parameter estimation algorithm
- mean shift
- expectation maximization
- kalman filter
- image processing
- approximate inference
- object tracking
- state estimation
- remote sensing
- machine learning