Activity Identification and Visualization

Richard J. Parker; William A. Hoff; Alan Norton; Jae Young Lee; Michael Colagrosso

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Paper

Activity Identification and Visualization

In Proceedings of the 5th International Workshop on Pattern Recognition in Information Systems - Volume 0ICEIS, 124-133, 2005 , Miami, United States

Authors: Richard J. Parker ¹ ; William A. Hoff ² ; Alan Norton ³ ; Jae Young Lee ² and Michael Colagrosso ²

Affiliations: ¹ Southwest Research Institute, United States ; ² Colorado School of Mines, United States ; ³ National Center for Atmospheric Research, United States

Abstract: Understanding activity from observing the motion of agents is simple for people to do, yet the procedure is difficult to codify. It is impossible to enumerate all possible motion patterns which could occur, or to dictate the explicit behavioural meaning of each motion. We develop visualization tools to assist a human user in labelling detected behaviours and identifying useful attributes. We also apply machine learning to the classification of motion into motion and behavioural labels. Issues include feature selection and classifier performance.

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Paper citation in several formats:

J. Parker, R.; A. Hoff, W.; Norton, A.; Young Lee, J. and Colagrosso, M. (2005). Activity Identification and Visualization. In Proceedings of the 5th International Workshop on Pattern Recognition in Information Systems (ICEIS 2005) - PRIS; ISBN 972-8865-28-7, SciTePress, pages 124-133. DOI: 10.5220/0002575001240133

@conference{pris05,
author={Richard {J. Parker}. and William {A. Hoff}. and Alan Norton. and Jae {Young Lee}. and Michael Colagrosso.},
title={Activity Identification and Visualization},
booktitle={Proceedings of the 5th International Workshop on Pattern Recognition in Information Systems (ICEIS 2005) - PRIS},
year={2005},
pages={124-133},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002575001240133},
isbn={972-8865-28-7},
}

TY - CONF

JO - Proceedings of the 5th International Workshop on Pattern Recognition in Information Systems (ICEIS 2005) - PRIS
TI - Activity Identification and Visualization
SN - 972-8865-28-7
AU - J. Parker, R.
AU - A. Hoff, W.
AU - Norton, A.
AU - Young Lee, J.
AU - Colagrosso, M.
PY - 2005
SP - 124
EP - 133
DO - 10.5220/0002575001240133
PB - SciTePress