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An architecture for mining resources complementary to audio-visual streams

Nemrava, Jan and Buitelaar, Paul and Declerck, Thierry and Svátek, Vojtech and Petrák, Josef and Cobet, Andreas and Zeiner, Herwig and Sadlier, David A. and O'Connor, Noel E. and Simou, Nikos and Tzouvaras, Vassilis (2007) An architecture for mining resources complementary to audio-visual streams. In: KAMC 2007 - Knowledge Acquisition from Multimedia Content Workshop, 5 December 2007, Genova, Italy.

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Abstract

In this paper we attempt to characterize resources of information complementary to audio-visual (A/V) streams and propose their usage for enriching A/V data with semantic concepts in order to bridge the gap between low-level video detectors and high-level analysis. Our aim is to extract cross-media feature descriptors from semantically enriched and aligned resources so as to detect finer-grained events in video.We introduce an architecture for complementary resource analysis and discuss domain dependency aspects of this approach related to our domain of soccer broadcasts.

Item Type:Conference or Workshop Item (Paper)
Event Type:Workshop
Refereed:Yes
Additional Information:Workshop held in conjunction with SAMT 2007 - 2nd International Conference on Semantic and Digital Media Technologies, Genova, Italy, 5-7 December 2007.
Subjects:Computer Science > Digital video
Computer Science > Information retrieval
DCU Faculties and Centres:Research Initiatives and Centres > Centre for Digital Video Processing (CDVP)
Publisher:CEUR-Workshop Proceedings
Official URL:http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-253/
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:387
Deposited On:01 Apr 2008 by DORAS Administrator. Last Modified 04 May 2010 16:34

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