Machine Learning Methods for Behaviour Analysis and Anomaly Detection in Video

This thesis proposes machine learning methods for understanding scenes via behaviour analysis and online anomaly detection in video. The book introduces novel Bayesian topic models for detection of events that are different from typical activities and a novel framework for change point detection for...

Ausführliche Beschreibung

Bibliographische Detailangaben

1. Verfasser:	Isupova, Olga (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	Englisch
Veröffentlicht:	Cham : Springer International Publishing, 2018.
Ausgabe:	1st ed. 2018.
Schriftenreihe:	Springer Theses, Recognizing Outstanding Ph.D. Research,
Schlagworte:	Signal processing. Image processing. Speech processing systems. Optical data processing. Artificial intelligence. Computational intelligence.
ISBN:	9783319755083
ISSN:	2190-5053
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