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Knowledge-driven Activity Recognition and Segmentation Using Context Connections

Published on Dec 19, 20141966 Views

We propose a knowledge-driven activity recognition and seg- mentation framework introducing the notion of context connections. Given an RDF dataset of primitive observations, our aim is to identify,

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Chapter list

KNOWLEDGE-DRIVEN ACTIVITY RECOGNITION AND SEGMENTATION USING CONTEXT CONNECTIONS00:00
Scope00:12
Motivation02:02
Our Approach03:25
Domain Context Descriptors03:48
Segmentation and Activity Recognition05:33
Step #1: Define Local Contexts05:48
Example06:41
Step #2: Define Context Connections08:04
Example08:59
Step #3: Create Activity Situations09:17
Example10:09
Deployment10:38
Deployment (1/2)11:57
Deployment (2/2)12:24
Conclusions & Future Work13:51
Thank you for your attention!15:07