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» Robust Road Modeling and Tracking Using Condensation
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IROS
2006
IEEE
190views Robotics» more  IROS 2006»
14 years 1 months ago
SwisTrack: A Tracking Tool for Multi-Unit Robotic and Biological Systems
— Tracking of miniature robotic platforms involves major challenges in image recognition and data association. We present our 3-year effort into developing the platform-independe...
Nikolaus Correll, Grégory Sempo, Yuri L&oac...
CSB
2005
IEEE
129views Bioinformatics» more  CSB 2005»
14 years 1 months ago
Deformable Modeling for Improved Calculation of Molecular Velocities from Single-Particle Tracking
Single-particle tracking provides a powerful technique for measuring dynamic cellular processes on the level of individual molecules. Much recent work has been devoted to using si...
Peter M. Kasson, Mark M. Davis, Axel T. Brüng...
DAGM
2008
Springer
13 years 9 months ago
Efficient Tracking as Linear Program on Weak Binary Classifiers
This paper demonstrates how a simple, yet effective, set of features enables to integrate ensemble classifiers in optical flow based tracking. In particular, gray value differences...
Michael Grabner, Christopher Zach, Horst Bischof
CVPR
2009
IEEE
15 years 2 months ago
Learning to Track with Multiple Observers
We propose a novel approach to designing algorithms for object tracking based on fusing multiple observation models. As the space of possible observation models is too large for...
Björn Stenger, Roberto Cipolla, Thomas Woodle...
MVA
2002
195views Computer Vision» more  MVA 2002»
13 years 7 months ago
Improved Adaptive Mixture Learning for Robust Video Background Modeling
2 Related Works Gaussian mixtures are often used for data modeling in many real-time applications such as video background modeling and speaker direction tracking. The real-time a...
Dar-Shyang Lee