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eess.SP2025
Association-Based Track-Before-Detect with Object Contribution Probabilities
Thomas Kropfreiter, Jason L. Williams, Florian Meyer
Multiobject tracking provides situational awareness that enables new applications for modern convenience, applied ocean sciences, public safety, and homeland security. In many mult…
eess.SP2024
Track Coalescence and Repulsion in Multitarget Tracking: An Analysis of MHT, JPDA, and Belief Propagation Methods
Thomas Kropfreiter, Florian Meyer, David F. Crouse +3
Joint probabilistic data association (JPDA) filter methods and multiple hypothesis tracking (MHT) methods are widely used for multitarget tracking (MTT). However, they are known to…
eess.SP2024
Multiobject Tracking for Thresholded Cell Measurements
Thomas Kropfreiter, Jason L. Williams, Florian Meyer
In many multiobject tracking applications, including radar and sonar tracking, after prefiltering the received signal, measurement data is typically structured in cells. The cells,…