A Merging Strategy for Gaussian Process Extended Target Estimates in Multi-Sensor Applications.
Martin MichaelisPhilipp BertholdThorsten LuettelDaniel MeissnerHans-Joachim WuenschePublished in: IV (2019)
Keyphrases
- gaussian process
- multi sensor
- gaussian processes
- data fusion
- infrared
- gaussian process regression
- multi sensor fusion
- regression model
- model selection
- multiple targets
- image fusion
- bayesian framework
- hyperparameters
- approximate inference
- latent variables
- sensor fusion
- gaussian process models
- semi supervised
- expectation propagation
- visual information
- covariance function
- cross validation
- multiresolution
- multi target tracking
- density estimation
- data streams
- image analysis
- real time
- pattern recognition