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Appearance Tracking Using Adaptive Models in a Particle Filter (2004)  (Make Corrections)  
Shaohua Zhou, Rama Chellappa, Baback Moghaddam



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Abstract: The particle filter is a popular tool for visual tracking. Usually, the appearance model is either fixed or rapidly changing and the motion model is simply a random walk with fixed noise variance. Also, the number of particles used is typically fixed. (Update)

Active bibliography (related documents):   More   All
0.6:   Appearance Tracking Using Adaptive Models in a Particle.. - Zhou, Chellappa, Moghaddam (2004)   (Correct)
0.2:   Bayesian Methods For Face Recognition From Video - Rama Chellappa Shaohua   (Correct)
0.2:   Face Recognition from Video: A CONDENSATION Approach - Shaohua Zhou Volker (2002)   (Correct)

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BibTeX entry:   (Update)

@misc{ zhou-appearance,
  author = "Shaohua Zhou and Rama Chellappa and Baback Moghaddam",
  title = "Appearance Tracking Using Adaptive Models in a Particle Filter",
  url = "citeseer.ist.psu.edu/zhou04appearance.html" }
Citations (may not include all citations):
510   Robust statistics (context) - Huber - 1981
406   Sequential Monte Carlo Methods in Practice (context) - Doucet, de Freitas et al. - 2001
349   Hierarchical model-based motion estimation (context) - Bergen, Anadan et al. - 1992
134   Statistical Inference (context) - Casella, Berger - 2002
114   Efficient region tracking with parametric models of geometry.. - Hager, Belhumeur - 1998
104   Robust real-time object detection - Voila, Jones - 2001
70   human figures using 2d image motion (context) - Sidenbladh, Black et al. - 2002
36   Robust online appearance model for visual tracking - Jepson, Fleet et al. - 2001
27   Probabilistic data association methods for tracking complex .. - Rasmussen, Hager - 2001
16   Contour tracking by stochatic propagation of conditional den.. (context) - Isard, Blake - 1996
15   A co-inference approach to robust visual tracking - Wu, Huang - 2001
6   Probabilistic human recgnition from video (context) - Zhou, Chellappa - 2002
5   A simple and efficient template matching algorithm - Jurie, Dhome - 2001

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