Activity Recognition from Wearable Cameras
2018 International Conference on Content-Based Multimedia Indexing (CBMI)(2018)
摘要
A novel work for Ambient Assisted Living applications is presented here. More specifically, this paper focuses on activity recognition from recordings of daily living captured by wearable cameras. It constructs a discriminant object centric motion descriptor for representing the micro-actions within the viewpoint of the action maker so as to later define the activity that he/she performs. The accumulation of these activities build patterns over time that can be used to study the behavior of the end-users, which is very useful for health application and monitoring of patients inside their own dwellings or their behavior inside a controlled environment.
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关键词
Activity recognition,Object detection,Egocentric vision,Ambient assisted living
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