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Advances and Trends in Real Time Visual Crowd Analysis [PDF]
Sensors, 2020 Real time crowd analysis represents an active area of research within the computer vision community in general and scene analysis in particular. Over the last 10 years, various methods for crowd management in real time scenario have received immense ...
Khalil Khan +4 more
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Recent trends in crowd analysis: A review
Machine Learning with Applications, 2021 When overpopulated cities face frequent crowded events like strikes, demonstrations, parades or other sorts of people gatherings, they are confronted to multiple security issues. To mitigate these issues, security forces are often involved to monitor the
Mounir Bendali-Braham +4 more
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Crowd understanding and analysis [PDF]
IET Image Processing, 2021 Qi Wang, Bo Liu, Jianzhe Lin
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Acceleration-critical density time-delay model for crowd stability analysis based on Lyapunov theory [PDF]
MATEC Web of Conferences, 2022 Crowd stability analysis is one of research hotspots to alleviate the severe situation of stampede accidents worldwide. Different from the conventional analysis models for crowd stability based on pedestrian density, this study analyses the ...
Zhao Rongyong +5 more
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A deep crowd density classification model for Hajj pilgrimage using fully convolutional neural network [PDF]
PeerJ Computer Science, 2022 This research enhances crowd analysis by focusing on excessive crowd analysis and crowd density predictions for Hajj and Umrah pilgrimages. Crowd analysis usually analyzes the number of objects within an image or a frame in the videos and is regularly ...
Md Roman Bhuiyan +8 more
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Sensors, 2021 Crowd counting is a challenging task due to large perspective, density, and scale variations. CNN-based crowd counting techniques have achieved significant performance in sparse to dense environments.
Naveed Ilyas, Boreom Lee, Kiseon Kim
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IEEE Access, 2023 Analyzing crowded environments has become an increasingly researched topic in computer vision community, largely due to its myriad practical applications, including enhanced video surveillance systems and the estimation of crowd density in specific ...
Mohammed Sultan Mohammed +5 more
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An analysis of manoeuvring in dense crowds [PDF]
Proceedings of the 8th ACM SIGGRAPH Conference on Motion in Games, 2015 In high-density crowds, one can observe torso twists; people rotatetheir upper body to decrease their width perpendicular to the motionpath, in order to squeeze through narrow spaces between othercrowd members. In this paper we investigate such behaviour, byrecording and analysing dense crowds.
Sybren A. Stüvel +3 more
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A Data Association Model for Analysis of Crowd Structure
International Journal of Applied Mathematics and Computer Science, 2022 The paper discusses a non-deterministic model for data association tasks in visual surveillance of crowds. Using detection and tracking of crowd components (i.e., individuals and groups) as baseline tools, we propose a simple algebraic framework for ...
Zitouni M. Sami, Śluzek Andrzej
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CROWD ABNORMAL BEHAVIOUR DETECTION USING DEEP LEARNING [PDF]
ITM Web of Conferences, 2020 Crowd analysis has become an extremely famous research point in the territory of computer vision. Computerized examination of group exercises utilizing reconnaissance recordings is a significant issue for public security since it permits the ...
Sonkar Riddhi +3 more
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