@inproceedings{472e1b5a02ec40da80217031dc7c9905,
title = "Automated recognition of highly complex human behavior",
abstract = "We describe a framework for automated complex human behavior recognition, illustrating important concepts with specific examples drawn from our work on a unique platform designed to understand water crises related behaviors in a public swimming pool. We argue for a hierarchical representation, leveraging on quantitative descriptors to model a behaviour's intermediate semantics. Complex behaviour inference is then demonstrated using a novel regression-based approach based on a modified version of a functional link network which learns quickly and classifies accurately in comparison with other competing decision making schemes.",
author = "Kam, {Alvin Harvey} and Ann, {Toh Kar} and Lung, {Eng How} and Yun, {Yau Wei} and Wang Junxian",
year = "2004",
doi = "10.1109/ICPR.2004.1333769",
language = "English",
isbn = "0769521282",
series = "Proceedings - International Conference on Pattern Recognition",
pages = "327--330",
editor = "J. Kittler and M. Petrou and M. Nixon",
booktitle = "Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004",
note = "Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004 ; Conference date: 23-08-2004 Through 26-08-2004",
}