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Segmenting Foreground Objects from a Dynamic Textured Background via a Robust Kalman Filter (2003)  (Make Corrections)  (4 citations)
Jing Zhong, Stan Sclaroff



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Abstract: The algorithm presented in this paper aims to segment the foreground objects in video (e.g., people) given timevarying, textured backgrounds. Examples of time-varying backgrounds include waves on water, clouds moving, trees waving in the wind, automobile trafc, moving crowds, escalators, etc. We have developed a novel foregroundbackground segmentation algorithm that explicitly accounts for the non-stationary nature and clutter-like appearance of many dynamic textures. The dynamic texture is... (Update)

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BibTeX entry:   (Update)

J. Zhong and S. Sclaroff. Segmenting foreground objects from a dynamic textured background via a robust kalman filter. International Conference on Computer Vision, October 2003. http://citeseer.ist.psu.edu/zhong03segmenting.html   More

@misc{ zhong03segmenting,
  author = "J. Zhong and S. Sclaroff",
  title = "Segmenting foreground objects from a dynamic textured background via a
    robust kalman filter",
  text = "J. Zhong and S. Sclaroff. Segmenting foreground objects from a dynamic
    textured background via a robust kalman filter. International Conference
    on Computer Vision, October 2003.",
  year = "2003",
  url = "citeseer.ist.psu.edu/zhong03segmenting.html" }
Citations (may not include all citations):
510   Robust Statistics (context) - Huber - 1981
83   Adaptive background mixture models for real-time tracking (context) - Stauffer, Grimson - 1999
69   Non-parametric model for background subtraction (context) - Elgammal, Harwood et al. - 2000
67   Parameter estimation techniques: A tutorial with application.. - Zhang - 1997
35   Dynamic Textures - Soatto, Doretto et al. - 2001
35   Dynamic textures - Doretto, Chiuso et al. - 2003
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23   Finding periodicity in space and time - Liu, Picard - 1998
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20   Fast lighting independent background subtraction - Ivanov, Bobick et al. - 1992
20   New likelihood test methods for change detection in image se.. (context) - Hsu, Nagel et al. - 1992
19   Improved tracking of multiple humans with trajectory predict.. - Rosales, Sclaroff - 1998
12   Background estimation and removal based on range and color - Gordon, Darrell et al. - 1999
11   Detecting salient motion by accumulating directionally-consi.. - Wixson - 2000
4   Background subtraction for nonstationary scenes (context) - Matsuyama, Ohya et al. - 2000
4   Analyzing and recognizing walking gures in xyt (context) - Niyogi, Adelson - 1994
4   Robust Kalman lters for prediction (context) - Rao - 1996
2   A framework for the robust estimation of optical ow (context) - Black, Anandan - 1993
2   A measure of motion salience for surveillance applications - Wildes - 1998
2   Temporal texture data set (context) - Szummer, Picard - 1996
2   Using robust estimation algorithms for tracking explicit cur.. - Tarel, Ieng et al. - 2002
2   lters for linear time-varying systems with stochastic parame.. (context) - Wang, Baladrishnan - 2002

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