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Pregled bibliografske jedinice broj: 1022910

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: Hrvatsko društvo Elektronika u pomorstvu (ELMAR), 2019. str. 143-146 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

CROSBI ID: 1022910 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

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 : Hrvatsko društvo Elektronika u pomorstvu (ELMAR), 2019, 143-146

ISBN
978-1-7281-2182-6

Skup
61st International Symposium Electronics in Marine (ELMAR 2019)

Mjesto i datum
Zadar, Hrvatska, 23.09.2019. - 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

Projekti:
HRZZ-IP-2018-01-7619 - Pristup utemeljen na znanju za analizu mnoštva ljudi u nadzornim sustavima (KACAVIS) (Ribarić, Slobodan, HRZZ ) ( CroRIS)

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Darijan Marčetić (autor)

Avatar Url Slobodan Ribarić (autor)

Poveznice na cjeloviti tekst rada:

Pristup cjelovitom tekstu rada

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: Hrvatsko društvo Elektronika u pomorstvu (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, author = {Mar\v{c}eti\'{c}, Darijan and Ribari\'{c}, Slobodan}, 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 = {Hrvatsko dru\v{s}tvo Elektronika u pomorstvu (ELMAR)}, publisherplace = {Zadar, Hrvatska} }
@article{article, author = {Mar\v{c}eti\'{c}, Darijan and Ribari\'{c}, Slobodan}, 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 = {Hrvatsko dru\v{s}tvo Elektronika u pomorstvu (ELMAR)}, publisherplace = {Zadar, Hrvatska} }

Časopis indeksira:


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

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