Multiple pose context trees for estimating human pose in object context

@article{Singh2010MultiplePC,
  title={Multiple pose context trees for estimating human pose in object context},
  author={Vivek Kumar Singh and Furqan Muhammad Khan and Ramakant Nevatia},
  journal={2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops},
  year={2010},
  pages={17-24}
}
We address the problem of estimating pose in a static image of a human performing an action that may involve interaction with scene objects. In such scenarios, pose can be estimated more accurately using the knowledge of scene objects. Previous approaches do not make use of such contextual information. We propose Pose Context trees to jointly model human pose and object which allows both accurate and efficient inference when the nature of interaction is known. To estimate the pose in an image… CONTINUE READING

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