Towards understanding socio-cognitive behaviors of crowds from visual surveillance data

MS Zitouni, A Sluzek, H Bhaskar - Multimedia Tools and Applications, 2020 - Springer
… In this paper, a probabilistic formulation of different categories of socio-cognitive crowd
behavior is proposed. This framework models in a hierarchical manner relationships between the …

Towards the cognitive and psychological perspectives of crowd behaviour: a vision-based analysis

EB Varghese, SM Thampi - Connection Science, 2021 - Taylor & Francis
… for the classification and prediction of crowd behaviour based … as crowd simulation systems
and visual analysis of crowdsocio-cognitive behaviours of the crowd is substantial in the …

Mid-level Features for Categorization of Social Interactions in Public Spaces

MS Zitouni, A Śluzek - 2020 16th International Conference on …, 2020 - ieeexplore.ieee.org
… for sociocognitive classification of crowd behavior in public spaces, particularly in the
context of monitoring social … Bhaskar, “Visual analysis of sociocognitive crowd behaviors for …

Video-surveillance tools for monitoring social responsibility under covid-19 restrictions

MS Zitouni, A Śluzek - … , ICCVG 2020, Warsaw, Poland, September 14–16 …, 2020 - Springer
… task of socio-cognitive classification of crowd behaviors, we focus on their relevance to the
social distancing monitoring … well represents needs and tasks of visual surveillance systems. …

A review of deep learning techniques for crowd behavior analysis

B Tyagi, S Nigam, R Singh - Archives of Computational Methods in …, 2022 - Springer
… We need a visual surveillance that can automatically detect … Taxonomy for crowd behavior
analysis for this review is given in Figure 4 which categorize the crowd analysis into crowd

A survey on deep learning-based real-time crowd anomaly detection for secure distributed video surveillance

K Rezaee, SM Rezakhani, MR Khosravi… - Personal and Ubiquitous …, 2024 - Springer
… Urban security monitoring includes dynamic, evolving crowd scenes that place more significant
requirements on visual … To classify crowd behavior, we categorized natural states versus …

[PDF][PDF] A data association model for analysis of crowd structure

MS Zitouni, A Śluzek - International Journal of Applied …, 2022 - intapi.sciendo.com
… for data association tasks in visual surveillance of crowds. Using detection and tracking of …
analysis of the crowd evolution, including socio-cognitive categorization of the crowd behavior, …

Where are they going? Predicting human behaviors in crowded scenes

B Zhang, R Zhang, N Bisagno, N Conci… - ACM Transactions on …, 2021 - dl.acm.org
… tasks, such as crowd dynamics modeling, visual surveillance, and crowd classification. The
… The problem of understanding socio-cognitive aspects of crowd behavior is a challenging yet …

Socio-Cultural Practice in Migrant Discourse: A Socio-Cognitive Analysis of Multimodal Representation of Afghan Migrants Living in Pakistan

S Khan, S Chattha, H Ahmed - Research Journal of Social …, 2023 - ojs.rjsser.org.pk
… This study provides details on the social aspects of the visual … The audience has a
preconceived notion about a particular … -semantic classification was employed to reveal the …

[PDF][PDF] A Review of the Recent Progress on Crowd Anomaly Detection

S Altowairqi, S Luo, P Greer - International Journal of …, 2023 - pdfs.semanticscholar.org
… Bhaskar, "Visual analysis of sociocognitive crowd behaviors for surveillance: A survey and
categorization of trends and methods," Engineering Applications of Artificial Intelligence, vol. …