Anomaly Detection in Video Surveillance

Anomaly detection in video surveillance stands at the core of numerous real-world applications that have broad impact and generate significant academic and industrial value. The key advantage of writing the book at this point in time is that the vast amount of work done by computer scientists over t...

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Bibliografski detalji
Glavni autor: Wang, Xiaochun (Autor)
Autor kompanije: SpringerLink (Online service)
Format: Elektronički e-knjiga
Jezik:engleski
Izdano: Singapore : Springer Nature Singapore : Imprint: Springer, 2024.
Izdanje:1st ed. 2024.
Serija:Cognitive Intelligence and Robotics,
Teme:
Online pristup:https://doi.org/10.1007/978-981-97-3023-0
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Sadržaj:
  • Chapter 1 Introduction
  • Chapter 2 Mathematical Preliminaries for Video Anomaly Detection Techniques
  • Chapter 3 Probability Based Video Anomaly Detection Approaches
  • Chapter 4 k-Nearest Neighbor Based Video Anomaly Detection Approaches
  • Chapter 5 Gaussian Mixture Model Based Video Anomaly Detection.