Högskolan i Skövde

his.sePublikasjoner
Endre søk
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • apa-cv
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
Finding behavioural anomalies in public areas using video surveillance data
Högskolan i Skövde, Institutionen för kommunikation och information. Högskolan i Skövde, Forskningscentrum för Informationsteknologi.ORCID-id: 0000-0002-2161-164X
Högskolan i Skövde, Institutionen för kommunikation och information. Högskolan i Skövde, Forskningscentrum för Informationsteknologi.
Saab Microwave Systems, Saab AB, Gothenburg, Sweden.
2008 (engelsk)Inngår i: Proceedings of the 11th International Conference on Information Fusion: Cologne, Germany, June 30 - July 03, 2008, IEEE, 2008, s. 1655-1662Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

 In this paper we propose an approach forvdetecting anomalies in data from visual surveillancevsensors. The approach includes creating a structure for representing data, building “normal models” by filling the structure with data for the situation at hand, and finally detecting deviations in the data. The approach allows detections based on the incorporation of a priori knowledge about the situation and on data-driven analysis. The main advantages with the approach compared to earlier work is the low computational requirements, iterative update of normal models and a high explainability of found anomalies. The proposed approach is evaluated off-line using real-world data and the results support that the approach could be used to detect anomalies in real-time applications.

 

sted, utgiver, år, opplag, sider
IEEE, 2008. s. 1655-1662
Emneord [en]
Anomaly detection, visual surveillance, behaviour modelling
Forskningsprogram
Teknik
Identifikatorer
URN: urn:nbn:se:his:diva-3607Scopus ID: 2-s2.0-56749117785ISBN: 978-3-00-024883-2 (digital)ISBN: 978-3-8007-3092-6 (tryckt)OAI: oai:DiVA.org:his-3607DiVA, id: diva2:291095
Konferanse
11th International Conference on Information Fusion, FUSION 2008; Cologne, Germany, 30 June 2008 through 3 July 2008, IEEE catalog number CFP08FUS, INSPEC Accession Number: 10365759, Code 74110
Merknad

10.1109/ICIF.2008.4632410

Tilgjengelig fra: 2010-01-29 Laget: 2010-01-29 Sist oppdatert: 2020-08-11bibliografisk kontrollert

Open Access i DiVA

Fulltekst mangler i DiVA

Andre lenker

Scopushttps://ieeexplore.ieee.org/document/4632410

Person

Brax, ChristofferNiklasson, Lars

Søk i DiVA

Av forfatter/redaktør
Brax, ChristofferNiklasson, Lars
Av organisasjonen

Søk utenfor DiVA

GoogleGoogle Scholar

isbn
urn-nbn

Altmetric

isbn
urn-nbn
Totalt: 971 treff
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • apa-cv
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf