Behavior Recognition in Human Object Interactions with a Task Model

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	Similar Articles Articles by Weilie Yi Articles by Dana H. Ballard

2006 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS'06)

Sydney, NSW, Australia

November 22-November 24

ISBN: 0-7695-2688-8

	ASCII Text	x
	Weilie Yi, Dana H. Ballard, "Behavior Recognition in Human Object Interactions with a Task Model," Advanced Video and Signal Based Surveillance, IEEE Conference on, pp. 64, 2006 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS'06), 2006.

	BibTex	x
	@article{ 10.1109/AVSS.2006.28, author = {Weilie Yi and Dana H. Ballard}, title = {Behavior Recognition in Human Object Interactions with a Task Model}, journal ={Advanced Video and Signal Based Surveillance, IEEE Conference on}, volume = {0}, year = {2006}, isbn = {0-7695-2688-8}, pages = {64}, doi = {http://doi.ieeecomputersociety.org/10.1109/AVSS.2006.28}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Advanced Video and Signal Based Surveillance, IEEE Conference on TI - Behavior Recognition in Human Object Interactions with a Task Model SN - 0-7695-2688-8 SP EP A1 - Weilie Yi, A1 - Dana H. Ballard, PY - 2006 KW - null VL - 0 JA - Advanced Video and Signal Based Surveillance, IEEE Conference on ER -

Weilie Yi, University of Rochester, USA

Dana H. Ballard, University of Rochester, USA

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AVSS.2006.28

Behavior recognition can be greatly levitated by a model of the task with which the behavior is associated. We present a Markovian task model that captures the temporal relations between subtasks, and provides prior information that helps behavior recognition from simple and noisy sensory data. A Dynamic Bayesian Network is used to integrate multi-model evidence and infer underlying task states. Experiments demonstrate that this system can recognize human behavior in everyday tasks such as making sandwiches.

Citation:

Weilie Yi, Dana H. Ballard, "Behavior Recognition in Human Object Interactions with a Task Model," avss, pp.64, 2006 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS'06), 2006

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