[Compstats] AI/Compstats seminar Friday @ 11:30 (DC2306C): Farheen Omar

Pascal Poupart ppoupart at cs.uwaterloo.ca
Thu Jun 24 18:31:34 EDT 2010


Hi everyone,

Farheen will present her recent work on behaviour recognition with an 
instrumented walker tomorrow in the AI lab.  This work showcases several 
statistical modeling techniques (e.g., HMMs, CRFs, MCMC) for time series 
data on an interesting application with real users from a retirement 
community (see title and abstract below).

Title: Comparative Analysis of Probabilistic Models for Activity 
Recognition with an Instrumented Walker

Speaker: Farheen Omar

Date: June 25, 2010 at 11:30 am
Location: AI Lab (DC 2306 C)

Abstract:

Rollating walkers are popular mobility aids used by older adults to 
improve balance control. There is a need to automatically recognize the 
activities performed by walker users to better understand activity 
patterns, mobility issues and the context in which falls are more likely 
to happen. We design and compare several techniques to recognize walker 
related activities. A comprehensive evaluation with control subjects and 
walker users from a retirement community is presented.

This work was done in collaboration with Mathieu Sinn, Jakub Truskowski, 
Pascal Poupart, James Tung and Allan Caine


-- 
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Pascal Poupart
Associate Professor
David R. Cheriton School of Computer Science
University of Waterloo
200 University Avenue West
Waterloo, Ontario
Canada N2L 3G1
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Web: http://www.cs.uwaterloo.ca/~ppoupart
Email: ppoupart at cs.uwaterloo.ca 
Telephone: 1-519-888-4567x36239 
Fax: 1-519-885-1208
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