Action Recognition from Arbitrary Views using 3D Exemplars

• Published in: 2007 IEEE 11th International Conference on Computer Vision pp. 1 - 7
• Main Authors: Weinland, D., Boyer, E., Ronfard, R.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2007
• Subjects: Cameras; Hidden Markov models; Humans; Image motion analysis; Image recognition; Image reconstruction; Kinematics; Layout; Parametric statistics; Solid modeling

In this paper, we address the problem of learning compact, view-independent, realistic 3D models of human actions recorded with multiple cameras, for the purpose of recognizing those same actions from a single or few cameras, without prior knowledge about the relative orientations between the camera...