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» Human Tracking with Mixtures of Trees
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ICCV
2001
IEEE
14 years 6 months ago
Human Tracking with Mixtures of Trees
Tree-structured probabilistic models admit simple, fast inference. However, they are not well suited to phenomena such as occlusion, where multiple components of an object may dis...
Sergey Ioffe, David A. Forsyth
CVPR
2001
IEEE
14 years 6 months ago
Mixtures of Trees for Object Recognition
Efficient detection of objects in images is complicated by variations of object appearance due to intra-class object differences, articulation, lighting, occlusions, and aspect va...
Sergey Ioffe, David A. Forsyth
IROS
2006
IEEE
139views Robotics» more  IROS 2006»
13 years 11 months ago
Tracking Articulating Objects from Ground Vehicles using Mixtures of Mixtures
— An algorithm for tracking articulating objects from moving camera platforms is presented. Mixtures of mixtures are used to model the appearance of the object and the background...
Wael Abd-Almageed, Mohamed E. Hussein, Larry S. Da...
ECCV
2006
Springer
14 years 6 months ago
Monocular Tracking of 3D Human Motion with a Coordinated Mixture of Factor Analyzers
Filtering based algorithms have become popular in tracking human body pose. Such algorithms can suffer the curse of dimensionality due to the high dimensionality of the pose state ...
Rui Li, Ming-Hsuan Yang, Stan Sclaroff, Tai-Peng T...
IJCV
2010
132views more  IJCV 2010»
13 years 3 months ago
3D Human Motion Tracking with a Coordinated Mixture of Factor Analyzers
Rui Li, Tai-Peng Tian, Stan Sclaroff, Ming-Hsuan Y...