Sebastian Stein awarded best student paper at DE2012 conference

Seb_stein_kitchen_Dundee

Sebastian Stein best paper success.

We are pleased to announce that SiDE PhD Student, Sebastian Stein has been awarded best student paper at this year’s Digital Economy All Hands conference. His paper, co-authored with Stephen McKenna is entitled Towards Recognizing Food Preparation Activities in Situational Support Systems. One way in which technology can help people with cognitive impairments to stay independent for longer is through situational support systems that recognize a person’s activities and provide help if needed. While food preparation is one of the most important tasks of daily living, such activities are extremely challenging to recognize automatically as they involve a large number of different objects, gestures and cognitive capabilities. This paper introduces an approach to recognizing food preparation activities using statistical machine learning based on visual and accelerometer data. As a first step towards multi-modal activity recognition, an accelerometer localization algorithm has been developed that provides important information for fusing visual and accelerometer data. We discuss a statistical activity model that will be used to guide the construction of datasets for complex activities and give an outlook on the next steps. For further details please see the attached paper.

Contact Us

Sebastian Stein sstein@computing.dundee.ac.uk

Please see the attached paper for further details or contact the authors.

Stein&McKenna_FoodPrep.pdf