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Authors: M. Vinagre 1 ; J. Aranda 2 and A. Casals 2

Affiliations: 1 Institute for Bioengineering of Catalonia, Spain ; 2 Institute for Bioengineering of Catalonia and Universitat Politcnia de Catalunya, Spain

Keyword(s): Pose-Based Features, Human Motion Recognition, Human System Interface.

Related Ontology Subjects/Areas/Topics: Human-Machine Interfaces ; Image Processing ; Informatics in Control, Automation and Robotics ; Perception and Awareness ; Robotics and Automation ; Vision, Recognition and Reconstruction

Abstract: The use of pose-based features has demonstrated to be a promising approach for human motion recognition. Encouraged by the results achieved, a new relational pose-based feature, Trisarea, based on geometric relationship between human joints, is proposed and analysed. This feature is defined as the area of the triangle formed by connecting three joints. The paper shows how the variation of a selected set of Trisarea features over time constitutes a descriptor of human motion. It also demonstrates how this motion descriptor based on Trisarea features can provide useful information in terms of human motion for its application to action recognition tasks.

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Paper citation in several formats:
Vinagre, M.; Aranda, J. and Casals, A. (2013). Human Motion Recognition from 3D Pose Information - Trisarea: A New Pose-based Feature. In Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO; ISBN 978-989-8565-71-6; ISSN 2184-2809, SciTePress, pages 74-82. DOI: 10.5220/0004482800740082

@conference{icinco13,
author={M. Vinagre. and J. Aranda. and A. Casals.},
title={Human Motion Recognition from 3D Pose Information - Trisarea: A New Pose-based Feature},
booktitle={Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO},
year={2013},
pages={74-82},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004482800740082},
isbn={978-989-8565-71-6},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO
TI - Human Motion Recognition from 3D Pose Information - Trisarea: A New Pose-based Feature
SN - 978-989-8565-71-6
IS - 2184-2809
AU - Vinagre, M.
AU - Aranda, J.
AU - Casals, A.
PY - 2013
SP - 74
EP - 82
DO - 10.5220/0004482800740082
PB - SciTePress

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