analysis; and retrieval requests for; archivists and broadcast professionals; audio analysis; audiovisual archive; content and metadata archiving; dealing with; information retrieval; library; reuse; similarity search; tool; video
Abstract :
[en] AXES, Access for Audiovisual Archives, is a research project developing tools for new engaging ways to interact with audiovisual libraries, integrating advanced audio and video analysis technologies. The presented prototype is targeted at academic researchers and journalists. The tool allows them to search and retrieve video segments through metadata, audio analysis, as well as visual concepts and similarity searches. Presented here is a user-based vision on the research-oriented tool provided by AXES.
Disciplines :
Computer science
Author, co-author :
van der Kreeft, Peggy
Macquarrie, Kay
KEMMAN, Max ; University of Luxembourg > Faculty of Language and Literature, Humanities, Arts and Education (FLSHASE) > Identités, Politiques, Sociétés, Espaces (IPSE)
Kleppe, Martijn
McGuinness, Kevin
Language :
English
Title :
AXES-RESEARCH — A user-oriented tool for enhanced multimodal search and retrieval in audiovisual libraries
Publication date :
2014
Event name :
2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI)
Event date :
18-06-2014 to 20-06-2014
Audience :
International
Main work title :
2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI)
K. McGuinness et al., The AXES PRO video search system, IEEE International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), July 2013
D. Nadeem, R. Ordelman, R. Aly, and E. Verbruggen, Users Requirements in Audiovisual Search: A Quantitative Approach, Research and Advanced Technology for Digital Libraries, 2013, pp. 241-246
O. M. Parkhi et al., On-The-fly Specific Person Retrieval, International Workshop on Image Analysis for Multimedia Interactive Services, 2012
B. Fernando, T. Tuytelaars, Mining Multiple Queries for Image Retrieval: On-The-Fly Learning of an Object-Specific Mid-Level Representation, ICCV 2013
Jérme Revaud, Matthijs Douze, Cordelia Schmid, Hervé Jégou, Event retrieval in large video collections with circulant temporal encoding, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2013, Portland, USA
Maria Eskevich et al., Multimedia information seeking through search and hyperlinking, Proceedings of the 3rd ACM International Conference on Multimedia Retrieval, Dallas, U.S. 2013
A. Rosendaal and J. Oomen, The Davideon Project: Capitalizing the Possibilities of Streaming Video as Flexible Learning Objects for the Humanities, Innov. J. Online Educ., vol. 2, no. 1, 2005
F. de Jong, R. Ordelman, and S. Scagliola, Audio-Visual Collections and the User Needs of Scholars in the Humanities: a Case for Co-Development, Proceedings of the 2nd Conference on Supporting Digital Humanities (SDH 2011), 2011
H. Jégou, M. Douze, and C. Schmid, Improving bag-of-features for large scale image search, International Journal of Computer Vision, vol. 87, no. 3, pp. 316-336, 2010
K. Simonyan, O. M. Parkhi, A. Vedaldi, A. Zisserman, Fisher Vector Faces in the Wild British Machine Vision Conference, 2013
M. Eskevich, R. Aly, R. Ordelman, S. Chen and G. J. Jones, The Search and Hyperlinking Task at MediaEval 2013, Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013.