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A Fuzzy Logic-based Approach to Detection of Abnormal Crowd Behaviour


Marčetić, Darijan; Ribarić, Slobodan
A Fuzzy Logic-based Approach to Detection of Abnormal Crowd Behaviour // Proceedings ELMAR-2019 / Muštra, Mario ; Vuković, Josip ; Zovko-Cihlar, Branka (ur.).
Zadar: Croatian Society Electronics in Marine-ELMAR, 2019. str. 143-146 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
A Fuzzy Logic-based Approach to Detection of Abnormal Crowd Behaviour

Autori
Marčetić, Darijan ; Ribarić, Slobodan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings ELMAR-2019 / Muštra, Mario ; Vuković, Josip ; Zovko-Cihlar, Branka - Zadar : Croatian Society Electronics in Marine-ELMAR, 2019, 143-146

ISBN
978-1-7281-2182-6

Skup
ELMAR 2019

Mjesto i datum
Zadar, Croatia, 23-25. 09. 2019

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Crowd ; Crowd behaviour ; Fuzzy logic ; Common-sense knowledge

Sažetak
The paper presents an approach to detection of abnormal crowd behaviour at microscopic level. The characteristic individual and group motion patterns are specified with fuzzy predicates. The human interpretation of video sequences of abnormal crowd behaviour, based on common-sense knowledge, is mapped into fuzzy logic functions. Based on the evaluation of these functions, the abnormal crowd behaviour is detected. The usability of the proposed approach is tested on video sequences with ground truth annotations. The preliminary experimental results showed that the approach supports an efficient representation of expert knowledge and detection of anomaly crowd behaviour.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

Napomena
IEEE Catalog Number:CFP19825-PRT



POVEZANOST RADA


Projekt / tema
HRZZ-IP-2018-01-7619 - Pristup utemeljen na znanju za analizu mnoštva ljudi u nadzornim sustavima (Slobodan Ribarić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Slobodan Ribarić (autor)

Avatar Url Darijan Marčetić (autor)

Citiraj ovu publikaciju

Marčetić, Darijan; Ribarić, Slobodan
A Fuzzy Logic-based Approach to Detection of Abnormal Crowd Behaviour // Proceedings ELMAR-2019 / Muštra, Mario ; Vuković, Josip ; Zovko-Cihlar, Branka (ur.).
Zadar: Croatian Society Electronics in Marine-ELMAR, 2019. str. 143-146 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Marčetić, D. & Ribarić, S. (2019) A Fuzzy Logic-based Approach to Detection of Abnormal Crowd Behaviour. U: Muštra, M., Vuković, J. & Zovko-Cihlar, B. (ur.)Proceedings ELMAR-2019.
@article{article, year = {2019}, pages = {143-146}, keywords = {Crowd, Crowd behaviour, Fuzzy logic, Common-sense knowledge}, isbn = {978-1-7281-2182-6}, title = {A Fuzzy Logic-based Approach to Detection of Abnormal Crowd Behaviour}, keyword = {Crowd, Crowd behaviour, Fuzzy logic, Common-sense knowledge}, publisher = {Croatian Society Electronics in Marine-ELMAR}, publisherplace = {Zadar, Croatia} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Conference Proceedings Citation Index - Science (CPCI-S)
  • Scopus