2010
DOI: 10.1016/j.cag.2009.12.004
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Emergency crowd simulation for outdoor environments

Abstract: Cataloged from PDF version of article.We simulate virtual crowds in emergency situations caused by an incident, such as a fire, an explosion, or a terrorist attack. We use a continuum dynamics-based approach to simulate the escaping crowd, which produces more efficient simulations than the agent-based approaches. Only the close proximity of the incident region, which includes the crowd affected by the incident, is simulated. We use a model-based rendering approach where a polygonal mesh is rendered for each ag… Show more

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Cited by 40 publications
(16 citation statements)
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“…GMMs and Support Vector Machines (SVMs) based classifiers, fed by feature set composed of the first 12 Mel-Frequency Cepstral Coefficients (MFCCs) and their energy, derivatives and accelerations were used. Related studies [5][6][7][8] deal with the modelling of crowds for different applications, where also effects of crowd psychology are considered, i.e. how people are expected to react in cases of emergency, how they move within a building or outdoors to escape in occasion of an emergency event, etc.…”
Section: Related Workmentioning
confidence: 99%
“…GMMs and Support Vector Machines (SVMs) based classifiers, fed by feature set composed of the first 12 Mel-Frequency Cepstral Coefficients (MFCCs) and their energy, derivatives and accelerations were used. Related studies [5][6][7][8] deal with the modelling of crowds for different applications, where also effects of crowd psychology are considered, i.e. how people are expected to react in cases of emergency, how they move within a building or outdoors to escape in occasion of an emergency event, etc.…”
Section: Related Workmentioning
confidence: 99%
“…Evacuation models [14] was inspired by the field of operations research (OR) and transportation engineering (TE). OR approaches aim to minimize the total evacuation time for the whole system or for individual user.…”
Section: Crowd Modeling and Simulating Evacuationmentioning
confidence: 99%
“…Physics models still influence the way researchers define motion, collision and interaction in IVCS type of studies [69][70][71][72]. Oguz et al [73] use a model-based rendering approach where a polygonal mesh is rendered for each agent according to the agent's skeletal motion and an offline occlusion culling technique.…”
Section: Integrated Virtual Crowd Simulations (Ivcs)mentioning
confidence: 99%