Jun-Yang Wang

An improved GSTAKF-based pedestrian tracking method for abrupt state estimation

The proposed Gaussian Strong-Tracking Adaptive Kalman Filter jointly uses detection confidence, filtering residuals, and the strong-tracking factor to adaptively regulate the observation-noise covariance and state-update strength, thereby improving the response to low-reliability observations and abrupt motion variatio...