3D Pictorial Structures for Multiple View Articulated Pose Estimation

2013-06-01 · CVPR 2013 6 · Magnus Burenius, Josephine Sullivan, Stefan Carlsson

We consider the problem of automatically estimating the 3D pose of humans from images, taken from multiple calibrated views. We show that it is possible and tractable to extend the pictorial structures framework, popular for 2D pose estimation, to 3D. We discuss how to use this framework to impose view, skeleton, joint angle and intersection constraints in 3D. The 3D pictorial structures are evaluated on multiple view data from a professional football game. The evaluation is focused on computational tractability, but we also demonstrate how a simple 2D part detector can be plugged into the framework.

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Tasks

2D Pose Estimation Pose Estimation

Poselet Conditioned Pictorial Structures

2013-06-01 · CVPR 2013 6 · Leonid Pishchulin, Mykhaylo Andriluka, Peter Gehler, Bernt Schiele

In this paper we consider the challenging problem of articulated human pose estimation in still images. We observe that despite high variability of the body articulations, human motions and activities often simultaneousl…

Pose Estimation

Multiple human pose estimation with temporally consistent 3d pictorial structures

2014-09-06 · Vasileios Belagiannis, Xinchao Wang, Bernt Schiele, Pascal Fua 외

Multiple human 3D pose estimation from multiple camera views is a challenging task in unconstrained environments. Each individual has to be matched across each view and then the body pose has to be estimated. Additionall…

3D Multi-Person Pose Estimation 3D Pose Estimation Pose Estimation

3D Pictorial Structures for Multiple Human Pose Estimation

2014-06-01 · CVPR 2014 6 · Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele 외

In this work, we address the problem of 3D pose estimation of multiple humans from multiple views. This is a more challenging problem than single human 3D pose estimation due to the much larger state space, partial occlu…

3D Human Pose Estimation 3D Multi-Person Pose Estimation 3D Pose Estimation Pose Estimation

3D Pictorial Structures Revisited: Multiple Human Pose Estimation

2016-10-01 · Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele 외

We address the problem of 3D pose estimation of multiple humans from multiple views. The transition from single to multiple human pose estimation and from the 2D to 3D space is challenging due to a much larger state spac…