Functional Body Mesh Representation,, A Simplified Kinematic Model, Its Inference and Applications

Authors

Przemysław Skurowski, Institute of Informatics, Silesian University of Technology, ul. Akademicka 16, Gliwice, PolandFollow
Magdalena Pawlyta, Branch Faculty of Information Technology of Polish-Japanese Academy of Information Technology, Al. Legion´ow 2, Bytom, PolandFollow

Author Country (or Countries)

Poland

Abstract

The paper describes a simplified representation of a body structure and a GMM based method for inferring from the motion capture data based on a functional relationship between the points. The proposed representation can be efficiently used for marker-wise processing of the data. The parent-child and sibling relationships are inferred on a coherence of movement and constancy of distances. For creating groups representing specific body parts we propose an incremental multicriterial clustering algorithm employing Gaussian mixture models. To infer body parts hierarchy we propose utilizing a consensus method.

Digital Object Identifier (DOI)

http://dx.doi.org/10.18576/amis/100107

Recommended Citation

Skurowski, Przemysław and Pawlyta, Magdalena (2016) "Functional Body Mesh Representation,, A Simplified Kinematic Model, Its Inference and Applications," Applied Mathematics & Information Sciences: Vol. 10: Iss. 1, Article 7.
DOI: http://dx.doi.org/10.18576/amis/100107
Available at: https://digitalcommons.aaru.edu.jo/amis/vol10/iss1/7