Pose estimation and tracking using multivariate regression

Pose estimation and tracking using multivariate regression

This paper presents an extension of the relevance vector machine (RVM) algorithm to multivariate regression. This allows the application to the task of estimating the pose of an articulated object from a single camera. RVMs are used to learn a one-to-many mapping from image features to state space,...

Bibliografske podrobnosti
Main Authors:	Thayananthan, A, Navaratnam, R, Stenger, B, Torr, PHS, Cipolla, R
Format:	Journal article
Jezik:	English
Izdano:	Elsevier 2008

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