Machine learning methods for behaviour analysis and anomaly detection in video. (2018)

• Record Type: Book
• Further Information: Note: Olga Isupova.
• Authors: Isupova, Olga
• Contents: Introduction -- Background -- Proposed Learning Algorithms for Markov Clustering Topic Model -- Dynamic Hierarchical Dirlchlet Process -- Change Point Detection with Gaussian Processes -- Conclusions and Future Work.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xxv, 126 pages), illustrations (some color)
• Subjects: 006.3/1; Engineering; Machine learning; Anomaly detection (Computer security); COMPUTERS -- General; Anomaly detection (Computer security); Machine learning; Computers -- Computer Graphics; Computers -- Intelligence (AI) & Semantics; Image processing; Artificial intelligence; Computer vision; Artificial intelligence; Technology & Engineering -- Electronics -- General; Imaging systems & technology; Electronic books
• Languages: English
• ISBNs: 9783319755083; 3319755080
• Related ISBNs: 9783319755076; 3319755072
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (SpringerLink, viewed February 27, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.