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Multicue HMM-UKF for real-time contour tracking.
- Source :
-
IEEE transactions on pattern analysis and machine intelligence [IEEE Trans Pattern Anal Mach Intell] 2006 Sep; Vol. 28 (9), pp. 1525-9. - Publication Year :
- 2006
-
Abstract
- We propose an HMM model for contour detection based on multiple visual cues in spatial domain and improve it by joint probabilistic matching to reduce background clutter. It is further integrated with unscented Kalman filter to exploit object dynamics in nonlinear systems for robust contour tracking.
Details
- Language :
- English
- ISSN :
- 0162-8828
- Volume :
- 28
- Issue :
- 9
- Database :
- MEDLINE
- Journal :
- IEEE transactions on pattern analysis and machine intelligence
- Publication Type :
- Academic Journal
- Accession number :
- 16929738
- Full Text :
- https://doi.org/10.1109/TPAMI.2006.190