Predicting daily activities from egocentric images using deep learning
IEEE International Semantic Web Conference, 2015.
Activity PredictionConvolutional Neural NetworksDeep LearningEgocentric VisionHealthMore(2+)
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 activity classes and demonstrate the benefit ...More
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