We present a robust object tracking algorithm that handles spatially extended and temporally long object occlusions. The proposed approach is based on the concept of …
A new approach to tracking weakly modeled objects in a semantically rich domain is presented. We refer to our method as closed-world tracking. A closed-world is a space-time …
Y Wu, T Yu, G Hua - 2003 IEEE Computer Society Conference …, 2003 - ieeexplore.ieee.org
Occlusion is a difficult problem for appearance-based target tracking, especially when we need to track multiple targets simultaneously and maintain the target identities during …
Y Huang, I Essa - 2005 IEEE Computer Society Conference on …, 2005 - ieeexplore.ieee.org
We present an approach for tracking varying number of objects through both temporally and spatially significant occlusions. Our method builds on the idea of object permanence to …
AD Jepson, DJ Fleet… - IEEE transactions on …, 2003 - ieeexplore.ieee.org
We propose a framework for learning robust, adaptive, appearance models to be used for motion-based tracking of natural objects. The model adapts to slowly changing appearance …
R Kaucic, AGA Perera, G Brooksby… - 2005 IEEE Computer …, 2005 - ieeexplore.ieee.org
A common difficulty encountered in tracking applications is how to track an object that becomes totally occluded, possibly for a significant period of time. Another problem is how to …
Visual object tracking is a significant computer vision task which can be applied to many domains, such as visual surveillance, human computer interaction, and video compression …
Occlusion is a significant challenge for many tracking algorithms. Most current methods can track through transient occlusion, but cannot handle significant extended occlusion when the …
L Torresani, C Bregler - Computer Vision—ECCV 2002: 7th European …, 2002 - Springer
We propose a new tracking technique that is able to capture non-rigid motion by exploiting a space-time rank constraint. Most tracking methods use a prior model in order to deal with …