Abstract
The traditional color-based mean shift tracking algorithm is a popular method in colored object tracking due to its simple and efficient procedure, however, its constant tracking bandwidth makes it unsuitable for objects that have variable size during tracking. In this paper, we propose Enhanced Mean Shift Tracker (EMST) which has adaptive bandwidth. Our proposed method solves the problems of the original algorithms related to accuracy and rigid bandwidth. The experimental results show that the new method is feasible, robust and has a good speed in comparison with other algorithms.
Original language | English |
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Title of host publication | IEEE 3rd International Conference on Communication Software and Networks |
Publisher | Institute of Electrical and Electronics Engineers (IEEE) |
Pages | 494-498 |
Number of pages | 5 |
ISBN (Electronic) | 9781612844862 |
ISBN (Print) | 9781612844855 |
DOIs | |
Publication status | Published - 2011 |
Externally published | Yes |
Event | 2011 IEEE 3rd International Conference on Communication Software and Networks, ICCSN 2011 - Xi'an, China Duration: 27 May 2011 → 29 May 2011 |
Other
Other | 2011 IEEE 3rd International Conference on Communication Software and Networks, ICCSN 2011 |
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Country/Territory | China |
City | Xi'an |
Period | 27/05/11 → 29/05/11 |
Keywords
- adaptive bandwidth
- mean shift algorithm
- object tracking