Abstract

In order to realize real-time monitor of ship traffic situation to improve shipping safety and efficiency, reduce the burden on the driver and supervisor, this paper presents the Algorithm of ship tracking based on the the filtering theory of video sequences. The algorithm applies particle filter and mean shift algorithm to the technology of automatic ship tracking,at the same time it introduced the advantages and disadvantages between the Mean shift algorithm and particle filter algorithm by comparison..E xperimental results show that the accuracy of particle filter tracking algorithm is lower than the mean shift algorithm, but it has better real-time.And also found that with the increase of the particles' number, the tracking accuracy is improved, but the running time becomes longer and the real-time gets worse.

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call

Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.