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K-Space at TRECVid 2006

Wilkins, Peter and Adamek, Tomasz and Ferguson, Paul and Hughes, Mark and Jones, Gareth J.F. and Keenan, Gordon and McGuinness, Kevin and Malobabić, Jovanka and O'Connor, Noel e. and Sadlier, David A. and Smeaton, Alan F. (2006) K-Space at TRECVid 2006. In: TRECVid 2006 - Text REtrieval Conference TRECVid Workshop, 13-14 November 2006, Gaithersburg, Maryland.

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Abstract

In this paper we describe the K-Space participation in TRECVid 2006. K-Space participated in two tasks, high-level feature extraction and search. We present our approaches for each of these activities and provide a brief analysis of our results. Our high-level feature submission made use of support vector machines (SVMs) created with low-level MPEG-7 visual features, fused with specific concept detectors. Search submissions were both manual and automatic and made use of both low- and high-level features. In the high-level feature extraction submission, four of our six runs achieved performance above the TRECVid median, whilst our search submission performed around the median. The K-Space team consisted of eight partner institutions from the EU-funded K-Space Network, and our submissions made use of tools and techniques from each partner. As such this paper will provide overviews of each partner’s contributions and provide appropriate references for specific descriptions of individual components.

Item Type:Conference or Workshop Item (Paper)
Event Type:Workshop
Refereed:Yes
Subjects:Computer Science > Digital video
Computer Science > Information retrieval
DCU Faculties and Centres:Research Initiatives and Centres > Centre for Digital Video Processing (CDVP)
Research Initiatives and Centres > Adaptive Information Cluster (AIC)
Publisher:NIST
Official URL:http://www-nlpir.nist.gov/projects/tvpubs/tv.pubs.org.html#2006
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
Funders:European Commission FP6-027026
ID Code:429
Deposited On:10 Apr 2008 by DORAS Administrator. Last Modified 05 May 2010 12:58

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