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

Maia Zaharieva; Michael Riegler

doi:10.1145/2815244.2815248

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

Maia Zaharieva, Michael Riegler

Forschungsgruppe Multimedia Information Systems

Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer 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.

Originalsprache	Englisch
Titel	HuEvent 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
Seiten	13-18
Seitenumfang	6
ISBN (elektronisch)	9781450337489
ISBN (Print)	978-1-4503-3748-9
DOIs	https://doi.org/10.1145/2815244.2815248
Publikationsstatus	Veröffentlicht - 30 Okt. 2015
Veranstaltung	2nd ACM International Workshop on Human-centered Event Understanding from Multimedia (HuEvent'15) - Brisbane, Australien Dauer: 26 Okt. 2015 → 30 Okt. 2015

Seminar/Workshop

Seminar/Workshop	2nd ACM International Workshop on Human-centered Event Understanding from Multimedia (HuEvent'15)
Land/Gebiet	Australien
Ort	Brisbane
Zeitraum	26/10/15 → 30/10/15

ÖFOS 2012

102015 Informationssysteme

Zugriff auf Dokument

10.1145/2815244.2815248

http://dl.acm.org/citation.cfm?id=2815248

Andere Dateien und Links

Media Synchronization and Sub-Event Detection in Multi-User Image Collections
Maia Zaharieva (Vortragende*r)
26 Okt. 2015 → 30 Okt. 2015
Aktivität: Vorträge › Vortrag › Andere

Zitationsweisen

@inproceedings{3f6514114e9c41339600e2c4f6d097c6,

title = "Media Synchronization and Sub-Event Detection in Multi-User Image Collections",

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.",

keywords = "Media synchronization, MediaEval, Multi-user im-age collection, Sub-event detection",

author = "Maia Zaharieva and Michael Riegler",

note = "Publisher Copyright: {\textcopyright} 2015 ACM.; 2nd ACM International Workshop on Human-centered Event Understanding from Multimedia (HuEvent'15) ; Conference date: 26-10-2015 Through 30-10-2015",

year = "2015",

month = oct,

day = "30",

doi = "10.1145/2815244.2815248",

language = "English",

isbn = "978-1-4503-3748-9",

pages = "13--18",

booktitle = "HuEvent 2015 - Proceedings of the 2nd International Workshop on Human-Centered Event Understanding from Multimedia, co-located with MM 2015",

publisher = "ACM New York, NY, USA",

}

Zaharieva, M & Riegler, M 2015, Media Synchronization and Sub-Event Detection in Multi-User Image Collections. in HuEvent 2015 - Proceedings of the 2nd International Workshop on Human-Centered Event Understanding from Multimedia, co-located with MM 2015. ACM New York, NY, USA, S. 13-18, 2nd ACM International Workshop on Human-centered Event Understanding from Multimedia (HuEvent'15), Brisbane, Australien, 26/10/15. https://doi.org/10.1145/2815244.2815248

Media Synchronization and Sub-Event Detection in Multi-User Image Collections. / Zaharieva, Maia; Riegler, Michael.
HuEvent 2015 - Proceedings of the 2nd International Workshop on Human-Centered Event Understanding from Multimedia, co-located with MM 2015. ACM New York, NY, USA, 2015. S. 13-18.

Veröffentlichungen: Beitrag in Buch › Beitrag in Konferenzband › Peer Reviewed

TY - GEN

T1 - Media Synchronization and Sub-Event Detection in Multi-User Image Collections

AU - Zaharieva, Maia

AU - Riegler, Michael

PY - 2015/10/30

Y1 - 2015/10/30

N2 - 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.

AB - 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.

KW - Media synchronization

KW - MediaEval

KW - Multi-user im-age collection

KW - Sub-event detection

UR - http://eprints.cs.univie.ac.at/4441/

UR - http://www.scopus.com/inward/record.url?scp=84964238254&partnerID=8YFLogxK

U2 - 10.1145/2815244.2815248

DO - 10.1145/2815244.2815248

M3 - Contribution to proceedings

SN - 978-1-4503-3748-9

SP - 13

EP - 18

BT - HuEvent 2015 - Proceedings of the 2nd International Workshop on Human-Centered Event Understanding from Multimedia, co-located with MM 2015

PB - ACM New York, NY, USA

T2 - 2nd ACM International Workshop on Human-centered Event Understanding from Multimedia (HuEvent'15)

Y2 - 26 October 2015 through 30 October 2015

ER -

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

Abstract

Seminar/Workshop

ÖFOS 2012

Zugriff auf Dokument

Andere Dateien und Links

Aktivitäten

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

Zitationsweisen