Anomaly detection

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• Professor Josef Kittler, Head of the Centre for Vision, Speech and Signal Processing, University of Surrey
• Wednesday 09 January 2013, 16:00-17:00
• Dennis Gabor Seminar Room (611), EEE Department.

If you have a question about this talk, please contact Tae-Kyun Kim.

Anomaly detection in engineering systems is normally cast as a problem of detecting outliers to the distribution of observations representing a state of normality. We focus on anomaly detection in machine perception. We argue that in addition to outlier detection, anomaly detection in machine perception systems requires other detection mechanisms. They include incongruence detection, data quality assessment, decision confidence gauging, and model drift detection. These mechanisms are elaborated and their application illustrated on a problem of anomaly detection in a sports video interpretation system.

This talk is part of the Featured talks series.

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• Andrea Picciau's list
• COMMSP & CP list
• COMMSP Seminar
• Dennis Gabor Seminar Room (611), EEE Department
• Featured talks
• SAP Talks

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