Human Daily Activities Indexing in Videos from Wearable Cameras for Monitoring of Patients with Dementia Diseases

Details Human Daily Activities Indexing in Videos from Wearable Cameras for Monitoring of Patients with Dementia Diseases Human Daily Activities Indexing in Videos from Wearable Cameras for Monitoring of Patients with Dementia Diseases

2010-07-23

arxiv.org/abs/1007.4134v1

ICPR 2010, Istanbul : Turquie (2010)

Computer Science

Multimedia

Scientific paper

Our research focuses on analysing human activities according to a known behaviorist scenario, in case of noisy and high dimensional collected data. The data come from the monitoring of patients with dementia diseases by wearable cameras. We define a structural model of video recordings based on a Hidden Markov Model. New spatio-temporal features, color features and localization features are proposed as observations. First results in recognition of activities are promising.

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