states.kalman
module unitrack.states.kalmanKalman 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