Data-Driven Completion of Motion Capture Data

Baumann, Jan; Krüger, Björn; Zinke, Arno; Weber, Andreas

Data-Driven Completion of Motion Capture Data

Files

111-118.pdf (846.54 KB)

motioncleaning.avi (95.89 MB)

Date

2011

Authors

Baumann, Jan
Krüger, Björn
Zinke, Arno
Weber, Andreas

Publisher

The Eurographics Association

Abstract

We present a data-driven method for completion of corrupted marker-based motion capture data. Our novel approach is especially suitable for challenging cases, e.g. if complete marker sets of multiple body parts are missing over a long period of time. Without the need for extensive preprocessing we are able to fix missing markers across different actors and motion styles. Our approach can be used for incrementally increasing prior-databases, as the underlying search technique for similar motions scales well to huge databases.

        @inproceedings{:10.2312/PE/vriphys/vriphys11/111-118
,
booktitle = {Workshop in Virtual Reality Interactions and Physical Simulation "VRIPHYS" (2011)
},
editor = {Jan Bender and Kenny Erleben and Eric Galin
},
title = {{Data-Driven Completion of Motion Capture Data
}},
author = {Baumann, Jan and 
Krüger, Björn and 
Zinke, Arno and 
Weber, Andreas
},
year = {2011
},
publisher = {The Eurographics Association
},
ISBN = {978-3-905673-87-6
},
DOI = {/10.2312/PE/vriphys/vriphys11/111-118
}
}