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TIP
2008
106views more  TIP 2008»
13 years 3 months ago
Robust Control-Based Object Tracking
This correspondence presents a video tracking framework using control-based observer design. It unifies several kernel-based approaches into a consistent theoretical framework by m...
Wei Qu, Dan Schonfeld
ICMCS
2006
IEEE
167views Multimedia» more  ICMCS 2006»
13 years 9 months ago
Efficient Object Tracking using Control-Based Observer Design
Kernel-based tracking approaches have proven to be more efficient in computation compared to other tracking approaches such as particle filtering. However, existing kernel-based...
Wei Qu, Dan Schonfeld
AUTOMATICA
2010
108views more  AUTOMATICA 2010»
13 years 3 months ago
Robust output feedback sampling control based on second-order sliding mode
This paper proposes a new second order sliding mode output feedback controller. This latter is developped in the case of finite sampling frequency and is using only output informa...
Franck Plestan, Emmanuel Moulay, Alain Glumineau, ...
PAMI
2011
12 years 6 months ago
Robust Object Tracking with Online Multiple Instance Learning
In this paper we address the problem of tracking an object in a video given its location in the first frame and no other information. Recently, a class of tracking techniques cal...
Boris Babenko, Ming-Hsuan Yang, Serge Belongie
CVPR
2012
IEEE
11 years 6 months ago
Robust object tracking via sparsity-based collaborative model
In this paper we propose a robust object tracking algorithm using a collaborative model. As the main challenge for object tracking is to account for drastic appearance change, we ...
Wei Zhong, Huchuan Lu, Ming-Hsuan Yang