Algorithm of Target Tracking Based on Mean Shift with ELM
[1]Mao Xiaobo,Hao Xiangdong,Liang Jing.Algorithm of Target Tracking Based on Mean Shift with ELM[J].Journal of Zhengzhou University (Engineering Science),2016,37(01):1-5.[doi:10.3969/j.issn.1671-6833.201503043]
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Journal of Zhengzhou University (Engineering Science)[ISSN
1671-6833/CN
41-1339/T] Volume:
37
Number of periods:
2016 01
Page number:
1-5
Column:
Public date:
2016-02-28
- Title:
- Algorithm of Target Tracking Based on Mean Shift with ELM
- CLC:
- -
- DOI:
- 10.3969/j.issn.1671-6833.201503043
- Abstract:
- In view of the problem of object deviation when occlusions occur during the target tracking, a new algorithm using Mean Shift with ELM is proposed. According to the formal information of the object’ s loca-tion, current possible location was predicted by ELM, the iteration was started from the possible location in-stead of formal location, and the object’ s real center is calculated by mean shift algorithm. The simulation re-sults show that proposed algorithm can track precisely target occluded, operation time and number of iteration are reduced so that efficiency and robustness are improved.
- References:
- -
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