Beyond trees: common-factor models for 2D human pose recovery

The EM Algorithm and Extensions

1998 • 5,193 citations

Graphical Models, Exponential Families, and Variational Inference

2007 • 3,279 citations

The Visual Analysis of Human Movement: A Survey

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Articulated body motion capture by annealed particle filtering

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Tracking people with twists and exponential maps

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Recovering human body con .gurations:combining segmentation and recognition

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Inference in belief networks: A procedural guide

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Cardboard people: a parameterized model of articulated image motion

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Tracking loose-limbed people

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Efficient matching of pictorial structures

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Finding and tracking people from the bottom up

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Probabilistic tracking in a metric space

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Unsupervised learning of human motion

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Finding Deformable Shapes Using Loopy Belief Propagation

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Mixtures of trees for object recognition

2005 • 32 citations

"Ideal Parent" structure learning for continuous variable networks

2004 • 14 citations