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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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.
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