Halin, Alfian Abdul
(2011)
Soccer Video Event Detection Via Collaborative Textual, Aural And Visual Analysis.
PhD thesis, Universiti Sains Malaysia.
Abstract
Soccer event detection deals with identifying interesting segments in soccer video via audio/visual content analysis. This task enables automatic high-level index creation, which circumvents large-scale manual annotation and facilitates semantic-based retrieval. This thesis proposes two frameworks for event detection through collaborative analysis of textual, aural and visual
features. The frameworks share a common initial component where both utilize an external textual resource, which is the minute-by-minute (MBM) reports from sports broadcasters, to accurately localize sections of video containing the desired events.
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