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Communication Dans Un Congrès Année : 2010

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

Résumé

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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Dates et versions

hal-00505415 , version 1 (23-07-2010)

Identifiants

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Svebor Karaman, Jenny Benois-Pineau, Rémi Mégret, Vladislavs Dovgalecs, Jean-François Dartigues, et al.. Human Daily Activities Indexing in Videos from Wearable Cameras for Monitoring of Patients with Dementia Diseases. ICPR 2010, Aug 2010, Istanbul, Turkey. pp.Pages 4113-4116. ⟨hal-00505415⟩
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