A review on classifying abnormal behavior in crowd scene
Crowd behavior analysis has become one of the new areas of interest in the computer vision community due to the increasing demands from surveillance and security industries. It is important to meticulously understand crowd behavior to prevent any disaster and unwanted incidents such as thief, stampe...
| Main Authors: | Afiq, A.A., Zakariya, M.A., Saad, M.N., Nurfarzana, A.A., Khir, M.H.M., Fadzil, A.F., Jale, A., Gunawan, W., Izuddin, Z.A.A., Faizari, M. |
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| Format: | Article |
| Institution: | Universiti Teknologi Petronas |
| Record Id / ISBN-0: | utp-eprints.22211 / |
| Published: |
2019
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https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058057075&doi=10.1016%2fj.jvcir.2018.11.035&partnerID=40&md5=d4386619b0e9dbdfb33d13c9d61505a8 http://eprints.utp.edu.my/22211/ |
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utp-eprints.222112019-02-28T05:06:29Z A review on classifying abnormal behavior in crowd scene Afiq, A.A. Zakariya, M.A. Saad, M.N. Nurfarzana, A.A. Khir, M.H.M. Fadzil, A.F. Jale, A. Gunawan, W. Izuddin, Z.A.A. Faizari, M. Crowd behavior analysis has become one of the new areas of interest in the computer vision community due to the increasing demands from surveillance and security industries. It is important to meticulously understand crowd behavior to prevent any disaster and unwanted incidents such as thief, stampede and riots. For this purpose, crowd features such as density, motion and trajectory are analyzed to detect any abnormality in the crowd. Thus, this review is aimed to provide insight on several detection methods including Gaussian Mixture Model (GMM), Hidden Markov Model (HMM), Optical Flow method and Spatio-Temporal Technique (STT). Providing the latest development, the review presented the studies that are published in journals and conferences over the past 5 years. © 2018 Elsevier Inc. 2019 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058057075&doi=10.1016%2fj.jvcir.2018.11.035&partnerID=40&md5=d4386619b0e9dbdfb33d13c9d61505a8 Afiq, A.A. and Zakariya, M.A. and Saad, M.N. and Nurfarzana, A.A. and Khir, M.H.M. and Fadzil, A.F. and Jale, A. and Gunawan, W. and Izuddin, Z.A.A. and Faizari, M. (2019) A review on classifying abnormal behavior in crowd scene. Journal of Visual Communication and Image Representation, 58 . pp. 285-303. http://eprints.utp.edu.my/22211/ |
| institution |
Universiti Teknologi Petronas |
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UTP Institutional Repository |
| description |
Crowd behavior analysis has become one of the new areas of interest in the computer vision community due to the increasing demands from surveillance and security industries. It is important to meticulously understand crowd behavior to prevent any disaster and unwanted incidents such as thief, stampede and riots. For this purpose, crowd features such as density, motion and trajectory are analyzed to detect any abnormality in the crowd. Thus, this review is aimed to provide insight on several detection methods including Gaussian Mixture Model (GMM), Hidden Markov Model (HMM), Optical Flow method and Spatio-Temporal Technique (STT). Providing the latest development, the review presented the studies that are published in journals and conferences over the past 5 years. © 2018 Elsevier Inc. |
| format |
Article |
| author |
Afiq, A.A. Zakariya, M.A. Saad, M.N. Nurfarzana, A.A. Khir, M.H.M. Fadzil, A.F. Jale, A. Gunawan, W. Izuddin, Z.A.A. Faizari, M. |
| spellingShingle |
Afiq, A.A. Zakariya, M.A. Saad, M.N. Nurfarzana, A.A. Khir, M.H.M. Fadzil, A.F. Jale, A. Gunawan, W. Izuddin, Z.A.A. Faizari, M. A review on classifying abnormal behavior in crowd scene |
| author_sort |
Afiq, A.A. |
| title |
A review on classifying abnormal behavior in crowd scene |
| title_short |
A review on classifying abnormal behavior in crowd scene |
| title_full |
A review on classifying abnormal behavior in crowd scene |
| title_fullStr |
A review on classifying abnormal behavior in crowd scene |
| title_full_unstemmed |
A review on classifying abnormal behavior in crowd scene |
| title_sort |
review on classifying abnormal behavior in crowd scene |
| publishDate |
2019 |
| url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058057075&doi=10.1016%2fj.jvcir.2018.11.035&partnerID=40&md5=d4386619b0e9dbdfb33d13c9d61505a8 http://eprints.utp.edu.my/22211/ |
| _version_ |
1741196585764651008 |
| score |
11.62408 |