module

states.kalman

module unitrack.states.kalman

Kalman filter state family for unitrack.

Members

module

  • baseKalmanLinear backbone — generic linear-Gaussian predict step.
  • bboxBounding-box Kalman processes — SORT (7-D) and DeepSORT (8-D) variants.
  • centroidConstant-velocity centroid Kalman process specializations.
  • ensembleEnsemble Kalman filter (deterministic ETKF) for high-dimensional states.
  • informationInformation filter — the exact dual of the Kalman filter.
  • projectMeasurement-projection and PSD-solve helpers used by Mahalanobis primitives.
  • updateKalmanUpdate Observation — Joseph-form update; predict-only on miss.

Source: unitrack/states/kalman/__init__.py:1