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Authors: Wei-Yao Chiu and Du-Ming Tsai

Affiliation: Yuan-Ze University, Taiwan

ISBN: 978-989-8565-02-0

Keyword(s): Human-computer Interaction, Action Recognition, Video Surveillance, Spatiotemporal Representation, Independent Component Analysis.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Evaluation of Human Performance and Usability in Virtual Environments ; Games for Education and Training ; Interactive Environments ; Virtual Humans and Artificial Life

Abstract: In this paper, we propose an independent component analysis (ICA) based scheme for action recognition. The proposed method does not require the feature design or modeling process, and it is computationally very fast for real-time applications. Experimental results show that it is robust on disturbed backgrounds where both foreground and background objects are moving simultaneously in the scene. The experiments also reveal that the proposed method is very effective for human-computer interaction.

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Paper citation in several formats:
Chiu, W. and Tsai, D. (2012). ICA-BASED ACTION RECOGNITION FOR HUMAN-COMPUTER INTERACTION IN DISTURBED BACKGROUNDS.In Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications - Volume 1: GRAPP, (VISIGRAPP 2012) ISBN 978-989-8565-02-0, pages 519-522. DOI: 10.5220/0003888605190522

@conference{grapp12,
author={Wei{-}Yao Chiu. and Du{-}Ming Tsai.},
title={ICA-BASED ACTION RECOGNITION FOR HUMAN-COMPUTER INTERACTION IN DISTURBED BACKGROUNDS},
booktitle={Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications - Volume 1: GRAPP, (VISIGRAPP 2012)},
year={2012},
pages={519-522},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003888605190522},
isbn={978-989-8565-02-0},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications - Volume 1: GRAPP, (VISIGRAPP 2012)
TI - ICA-BASED ACTION RECOGNITION FOR HUMAN-COMPUTER INTERACTION IN DISTURBED BACKGROUNDS
SN - 978-989-8565-02-0
AU - Chiu, W.
AU - Tsai, D.
PY - 2012
SP - 519
EP - 522
DO - 10.5220/0003888605190522

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