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Predicting Daily Activities From Egocentric Images Using Deep Learning

We present a method to analyze images taken from a passive egocentric wearable camera along with the contextual information, such as time and day of week, to learn and predict everyday activities of an individual. We collected a dataset of 40,103 egocentric images over a 6 month period with 19 activ...

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Bibliografiske detaljer
Udgivet i:Proc Int Symp Wearable Comput
Main Authors: Castro, Daniel, Hickson, Steven, Bettadapura, Vinay, Thomaz, Edison, Abowd, Gregory, Christensen, Henrik, Essa, Irfan
Format: Artigo
Sprog:Inglês
Udgivet: 2015
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5851485/
https://ncbi.nlm.nih.gov/pubmed/29553145
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/2802083.2808398
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