A Suite of Techniques for Describing Activity in Terms of Events

This report presents a set of software techniques that support the tasks of event recognition, summarization of event sequences, explanation of recognized events, explanation of non-recognized events, prediction of event completions, and question answering by leveraging language-encoded human knowle...

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Bibliographic Details
Main Author: Borchardt, Gary C.
Other Authors: Boris Katz
Published: 2015
Online Access:http://hdl.handle.net/1721.1/96300
Description
Summary:This report presents a set of software techniques that support the tasks of event recognition, summarization of event sequences, explanation of recognized events, explanation of non-recognized events, prediction of event completions, and question answering by leveraging language-encoded human knowledge of what typically happens during various types of events. The techniques operate on sequences of timestamped, three-dimensional positions and contacts for humans, body parts, and objects, provided by a Microsoft Kinect sensor plus associated software. Appendices describe 64 activity sequences used for development and testing of the techniques and 102 event models created as part of the effort.