Multivariate relevance vector machines for tracking

This paper presents a learning based approach to tracking articulated human body motion from a single camera. In order to address the problem of pose ambiguity, a one-to-many mapping from image features to state space is learned using a set of relevance vector machines, extended to handle multivaria...

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Bibliographic Details
Main Authors: Thayananthan, A, Navaratnam, R, Stenger, B, Cipolla, R, Torr, PHS
Format: Conference item
Language:English
Published: Springer 2006