A Scalable Track-Before-Detect Method With Poisson/Multi-Bernoulli Model.
Thomas KropfreiterJason L. WilliamsFlorian MeyerPublished in: FUSION (2021)
Keyphrases
- detection method
- mathematical model
- probabilistic model
- statistical model
- closed form
- theoretical analysis
- study proposes
- markov model
- em algorithm
- sensitivity analysis
- regression analysis
- input data
- dynamic programming
- prior knowledge
- parameter space
- objective function
- statistical methods
- similarity measure
- hybrid method
- linear model
- prediction model
- modeling method
- hierarchical model
- kalman filter
- high accuracy
- segmentation method
- high order
- cost function
- autoregressive
- detection algorithm
- monte carlo simulation
- evaluation method
- gaussian distribution
- classification method
- test data
- optimization method
- linear regression
- real valued
- bayesian framework
- tree structure
- prior information
- generative model
- probability distribution
- reconstruction method
- pairwise
- face recognition
- poisson process
- detection mechanism