Titlebook: Detection and Identification of Rare Audio-visual Cues; Daphna Weinshall,Jörn Anemüller,Luc Gool Book 2012 Springer Berlin Heidelberg 2012

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Audio Classification and Localization for Incongruent Event Detectionut nevertheless appear to constitutemeaningful acoustic events. Building on the framework [Weinshall et al.], general and specific acoustic classifiers are implemented and combined for detection of events in which they respond in an incongruous way, indicating an unexpected event. Subsequent identif

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Anomaly Detection and Knowledge Transfer in Automatic Sports Video Annotation the notions of . and .. A perceptual system must firstly determine at what point the existing learned model ceases to apply, and secondly, what aspects of the existing model can be brought to bear on the newly-defined learning domain. . must thus be distinguished from mere ., i.e. cases in which th

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Learning from Incongruence a weak statistical model, e.g. a discriminative classifier, to distinguish errors in measurements from improper modeling. We use boolean logic to combine outcomes of direct detectors of relevant events, e.g. presence of sound and presence of human shape in the field of view, into more complex model

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