A Hybrid Particle-Ensemble Kalman Filter for High Dimensional Lagrangian Data Assimilation.
Laura SlivinskiElaine SpillerAmit AptePublished in: DyDESS (2014)
Keyphrases
- kalman filter
- data assimilation
- high dimensional
- kalman filtering
- object tracking
- particle filter
- extended kalman filter
- dimensionality reduction
- mean shift
- learning algorithm
- state estimation
- neural network
- low dimensional
- proposal distribution
- particle filtering
- optimal solution
- training data
- high dimensional data
- nearest neighbor
- video sequences
- image processing
- machine learning
- mathematical model
- training set
- computer vision