Optimal Filtering for Target Tracking

Noreen Mcclerkin, Julio Ankrom · Computer Engineering and Intelligent Systems · 2011

The object tracking is needed in many tasks such as video compression, surveillance, automated video analysis. There are tons of tracking algorithms, such as the correlation analysis, mean shift, etc. Here we proposed a method based on the Kalman filter. The target model is updated step by step. This method is verified in several experiments.

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