AuthorsM. Zaharieva and M. Riegler
TitleMedia Synchronization and Sub-Event Detection in Multi-User Image Collections
AfilliationCommunication Systems, Communication Systems
StatusPublished
Publication TypeProceedings, refereed
Year of Publication2015
Conference NameACM HuEvent
Date Published10/2015
PublisherACM
Place PublishedBrisbane, Australia
KeywordsMedia synchronization, MediaEval, multi-user image collection, sub-event detection
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.

Citation Key23567