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Machine Learning Methods for Behaviour Analysis and Anomaly Detection in Video

(Bog, Paperback / softback, Engelsk)
Forfatter: Olga Isupova
Forlag: Springer Nature Switzerland AG

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Beskrivelse

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 identifying sudden behavioural changes.Behaviour analysis and anomaly detection are key components of intelligent vision systems.

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Alle detaljer

Forlag Springer Nature Switzerland AG
Forfatter Olga Isupova
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgave Softcover Reprint of the Original 1st 2018 ed.
Udgivelsesdato 30-01-2019
Første udgivelsesår 2019
Serie Springer Theses
Illustrationer 25 Illustrations, color; 2 Illustrations, black and white
Originalsprog Switzerland
Sideantal 126
Indbinding Paperback / softback
Forlag Springer Nature Switzerland AG
Sideoplysninger 126 pages, 25 Illustrations, color; 2 Illustrations, black and white
Mål 235 x 155
ISBN-13 / EAN-13 9783030092504