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Creating digital life stories through activity recognition with image filtering
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
Luleå tekniska universitet, Institutionen för system- och rymdteknik, CDT.
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.ORCID-id: 0000-0003-4549-6751
Vise andre og tillknytning
2010 (engelsk)Inngår i: Aging friendly technology for health and independence: 8th International Conference on Smart Homes and Health Telematics, ICOST 2010, Seoul, Korea, June 22-24, 2010 ; proceedings / [ed] Yeunsook Lee, Berlin: Encyclopedia of Global Archaeology/Springer Verlag, 2010, s. 203-210Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

This paper presents two algorithms that enables the MemoryLane system to support persons with mild dementia through creation of digital life stories. The MemoryLane system consists of a Logging Kit that captures context and image data, and a Review Client that recognizes activities and enables review of the captured data. The image filtering algorithm is based on image characteristics such as brightness, blurriness and similarity, and is a central component of the Logging Kit. The activity recognition algorithm is based on the captured contextual data together with concepts of persons and places. The initial results indicate that the MemoryLane system is technically feasible and that activity-based creation of digital life stories for persons with mild dementia is possible.

sted, utgiver, år, opplag, sider
Berlin: Encyclopedia of Global Archaeology/Springer Verlag, 2010. s. 203-210
Serie
Lecture Notes in Computer Science, ISSN 0302-9743 ; 6159
Emneord [en]
Technology, Information technology
Emneord [sv]
Teknikvetenskap, Informationsteknik
HSV kategori
Forskningsprogram
Distribuerade datorsystem; Hälsovetenskap; Medicinsk teknik för hälsovård; Centrumbildning - Centrum för Innovation och eHälsa (EIC)
Identifikatorer
URN: urn:nbn:se:ltu:diva-30026DOI: 10.1007/978-3-642-13778-5_25Scopus ID: 2-s2.0-77955433772Lokal ID: 3b30cd70-56ce-11df-a0f4-000ea68e967bISBN: 978-3-642-13777-8 (tryckt)OAI: oai:DiVA.org:ltu-30026DiVA, id: diva2:1003253
Konferanse
International Conference on Smart Homes and Health Telematics : 22/06/2010 - 24/06/2010
Merknad

Validerad; 2010; 20100503 (basel)

Tilgjengelig fra: 2016-09-30 Laget: 2016-09-30 Sist oppdatert: 2019-03-20bibliografisk kontrollert

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Kikhia, BaselBengtsson, JohanSynnes, KåreSani, Zaheer ul HussainHallberg, Josef

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