Multi-scale level set based curve evolution for real-time non-rigid object contour tracking

Dae Hwan Kim, Hyo K. Kim, Suryanto, Kang S. Choi, Sung-Jea Ko

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

In this paper, an efficient multi-scale level set method is proposed to track a non-rigid object contour in real time. The proposed algorithm consists of two cycles which are carried out in different scale domains. In the first cycle on the coarse scale, the algorithm evolves the contour depending on the observed data. In the other cycle on the fine scale, the smoothness regularization is imposed on the curve. In order to maintain the curve data during the scale transition, we propose a simple pattern to interpolate empty grids effectively. In addition, we propose a position prediction scheme so as to accelerate the convergence rate of the algorithm. Experimental results show that dramatic speedup is achieved on video tracking experiments without the performance degradation.

Original languageEnglish
Title of host publicationIEEE Region 10 Annual International Conference, Proceedings/TENCON
DOIs
Publication statusPublished - 2009 Dec 1
Event2009 IEEE Region 10 Conference, TENCON 2009 - Singapore, Singapore
Duration: 2009 Nov 232009 Nov 26

Other

Other2009 IEEE Region 10 Conference, TENCON 2009
CountrySingapore
CitySingapore
Period09/11/2309/11/26

Fingerprint

Degradation
Experiments

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering

Cite this

Kim, D. H., Kim, H. K., Suryanto, Choi, K. S., & Ko, S-J. (2009). Multi-scale level set based curve evolution for real-time non-rigid object contour tracking. In IEEE Region 10 Annual International Conference, Proceedings/TENCON [5395992] https://doi.org/10.1109/TENCON.2009.5395992

Multi-scale level set based curve evolution for real-time non-rigid object contour tracking. / Kim, Dae Hwan; Kim, Hyo K.; Suryanto; Choi, Kang S.; Ko, Sung-Jea.

IEEE Region 10 Annual International Conference, Proceedings/TENCON. 2009. 5395992.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kim, DH, Kim, HK, Suryanto, Choi, KS & Ko, S-J 2009, Multi-scale level set based curve evolution for real-time non-rigid object contour tracking. in IEEE Region 10 Annual International Conference, Proceedings/TENCON., 5395992, 2009 IEEE Region 10 Conference, TENCON 2009, Singapore, Singapore, 09/11/23. https://doi.org/10.1109/TENCON.2009.5395992
Kim DH, Kim HK, Suryanto, Choi KS, Ko S-J. Multi-scale level set based curve evolution for real-time non-rigid object contour tracking. In IEEE Region 10 Annual International Conference, Proceedings/TENCON. 2009. 5395992 https://doi.org/10.1109/TENCON.2009.5395992
Kim, Dae Hwan ; Kim, Hyo K. ; Suryanto ; Choi, Kang S. ; Ko, Sung-Jea. / Multi-scale level set based curve evolution for real-time non-rigid object contour tracking. IEEE Region 10 Annual International Conference, Proceedings/TENCON. 2009.
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