GTC ON-DEMAND

 
SEARCH SESSIONS
SEARCH SESSIONS

Search All
 
Refine Results:
 
Year(s)

SOCIAL MEDIA

EMAIL SUBSCRIPTION

 
 

GTC ON-DEMAND

Intelligent Video Analytics
Presentation
Media
Deep Learning for Smart Home Monitoring
Abstract:
We address the recognition of agent-in-place actions, which are associated with agents who perform them and places where they occur, in the context of outdoor home monitoring. We introduce a representation of the geometry and topology of scene layouts so that a network can generalize from the layouts observed in the training set to unseen layouts in the test set. We introduce the Agent-in-Place Action dataset to show that our method allows neural network models to generalize significantly better to unseen scenes.
 
Topics:
Intelligent Video Analytics
Type:
Talk
Event:
GTC Washington D.C.
Year:
2018
Session ID:
DC8128
Streaming:
Share: