Afficher la couverture 'Human Daily Activities Indexing in Videos from Wearable Cameras for Monitoring of Patients with Dementia Diseases | Karaman, Svebor' en grand format
/5

0 avis

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

Archive ouverte

Karaman, Svebor | Benois-Pineau, Jenny | Mégret, Rémi | Dovgalecs, Vladislavs | Dartigues, Jean-François | Gaëstel, Yann

Edité par CCSD -

International audience. 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.

Suggestions

Du même auteur

The IMMED Project: Wearable Video Monitoring of People with Age Dementia

Archive ouverte | Mégret, Rémi | CCSD

International audience. In this paper, we describe a new application for multimedia indexing, using a system that monitors the instrumental activities of daily living to assess the cognitive decline caused by dement...

Autonomy at home and early diagnosis in Alzheimer's Disease: Utility of video indexing applied to clinical issues, the IMMED project

Archive ouverte | Gaëstel, Yann | CCSD

International audience. With ageing of the population in the world, patients with Alzheimer's disease (AD) consequently increase. People suffering from this pathology show early modifications in their "activities of...

Video-based monitoring of honey bee behaviors at the hive entrance reveals distinct cheonotypes in Apis mellifera

Archive ouverte | Claudio-Ford, I. | CCSD

International audience

Chargement des enrichissements...