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Unscented Kalman Filter with uniform acceleration dynamic model.

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UnscentedKalmanFilterCA

Unscented Kalman Filter with uniform acceleration kinematic model.

Used UKF from the opencv_contrib tracking library.

Demo of filtering the measurement of the centroid and rectangle with hardcore noise:

  • Blue - cursor with dispersion noise.
  • Green - UKF prediction.
  • Red - UKF correction.

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Unscented Kalman Filter with uniform acceleration dynamic model.

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