The Deep Latent Space Particle Filter for Real-Time Data Assimilation with Uncertainty Quantification.
Nikolaj Takata MückeSander M. BohtéCornelis W. OosterleePublished in: CoRR (2024)
Keyphrases
- particle filter
- data assimilation
- kalman filter
- real time
- latent space
- object tracking
- visual tracking
- particle filtering
- motion model
- motion field
- appearance model
- mean shift
- state space
- latent variables
- bayesian inference
- gaussian process
- low dimensional
- remote sensing
- transfer learning
- high dimensional
- vision system
- machine learning
- hand tracking
- image sequences
- gaussian processes
- feature extraction
- parameter space
- data analysis