Media Synchronization and Sub-Event Detection in Multi-User Image Collections

Maia Zaharieva, Michael Riegler

Veröffentlichungen: Beitrag in BuchBeitrag in KonferenzbandPeer Reviewed

Abstract

Personal media capturing devices, such as smartphones or personal image and video cameras, are rarely synchronized. As a result, common tasks, like event detection and summarization across different multi-user media galleries, are considerably impeded and error-prone. In this paper, we investigate different approaches for the synchronization of image collections using visual information only. We perform a thorough evaluation of the performance of several global features on three datasets. Additionally, we explore the feasibility of common clustering algorithms for the detection of sub-events in the presence of synchronization misalignment.
OriginalspracheEnglisch
TitelHuEvent 2015 - Proceedings of the 2nd International Workshop on Human-Centered Event Understanding from Multimedia, co-located with MM 2015
Herausgeber (Verlag)ACM New York, NY, USA
Seiten13-18
Seitenumfang6
ISBN (elektronisch)9781450337489
ISBN (Print)978-1-4503-3748-9
DOIs
PublikationsstatusVeröffentlicht - 30 Okt. 2015
Veranstaltung 2nd ACM International Workshop on Human-centered Event Understanding from Multimedia (HuEvent'15) - Brisbane, Australien
Dauer: 26 Okt. 201530 Okt. 2015

Seminar/Workshop

Seminar/Workshop 2nd ACM International Workshop on Human-centered Event Understanding from Multimedia (HuEvent'15)
Land/GebietAustralien
OrtBrisbane
Zeitraum26/10/1530/10/15

ÖFOS 2012

  • 102015 Informationssysteme

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