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Based on the study of the AIS (Automatic Identification System) and the video of the inland river in the target identification and tracking, this paper presents an algorithm for automatic identification of ships. The AIS data and video data are fused by Kalman filtering algorithm. We can get the optimal value of ship trajectory, improve the reliability and accuracy of the Inland Waterway Navigation.
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