Domain adaptation for upper body pose tracking in signed TV broadcasts

The objective of this work is to estimate upper body pose for signers in TV broadcasts. Given suitable training data, the pose is estimated using a random forest body joint detector. However, obtaining such training data can be costly. The novelty of this paper is a method of transfer learning which...

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Bibliographic Details
Main Authors: Charles, J, Pfister, T, Magee, D, Hogg, D, Zisserman, A
Format: Conference item
Published: British Machine Vision Association 2013