An Evacuation Route Model of Crowd Based on Emotion and Geodesic

被引:14
作者
Liu, Bangquan [1 ,2 ]
Liu, Zhen [2 ]
Sun, Dechao [3 ]
Bi, Chunyue [3 ]
机构
[1] Ningbo Dahongying Univ, Coll Informat Engn, Ningbo, Zhejiang, Peoples R China
[2] Ningbo Univ, Fac Elect Engn & Comp Sci, Ningbo, Zhejiang, Peoples R China
[3] Zhejiang Wanli Univ, Coll Elect & Comp, Ningbo, Zhejiang, Peoples R China
关键词
Behavioral research;
D O I
10.1155/2018/5397071
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Making unconventional emergent plan for dense crowd is one of the critical issues of evacuation simulations. In order to make the behavior of crowd more believable, we present a real-time evacuation route approach based on emotion and geodesic under the influence of individual emotion and multi-hazard circumstances. The proposed emotion model can reflect the dynamic process of individual in group on three factors: individual emotion, perilous field, and crowd emotion. Specifically, we first convert the evacuation scene to Delaunay triangulation representations. Then, we use the optimization-driven geodesic approach to calculate the best evacuation path with user-specified geometric constraints, such as crowd density, obstacle information, and perilous field. Finally, the Smooth Particle Hydrodynamics method is used for local avoidance of collisions with nearby agents in real-time simulation. Extensive experimental results show that our algorithm is efficient and well suited for real-time simulations of crowd evacuation.
引用
收藏
页数:10
相关论文
共 31 条
[1]  
Bayazit OB, 2002, 10TH PACIFIC CONFERENCE ON COMPUTER GRAPHICS AND APPLICATIONS, PROCEEDINGS, P104, DOI 10.1109/PCCGA.2002.1167844
[2]  
Braun A., 2005, Proceedings of the ACM symposium on Virtual reality software and technology, P244
[3]  
Chan W., INT ARCH PHOTOGRAMME, V2, P221
[4]   Pedestrian flows and non-classical shocks [J].
Colombo, RM ;
Rosini, MD .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2005, 28 (13) :1553-1567
[5]  
Cormen T. H., 2013, COMPUT EDUC, V39, P643
[6]  
Donaldson T, 2004, LECT NOTES ARTIF INT, V3060, P31
[7]   SMOOTHED PARTICLE HYDRODYNAMICS - THEORY AND APPLICATION TO NON-SPHERICAL STARS [J].
GINGOLD, RA ;
MONAGHAN, JJ .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 1977, 181 (02) :375-389
[8]  
Hatfield E., 1994, CURR DIR PSYCHOL SCI, DOI [DOI 10.1111/1467-8721.EP10770953, 10.1111/1467-8721.ep10770953, https://doi.org/10.1017/CBO9781139174138]
[9]   Simulating dynamical features of escape panic [J].
Helbing, D ;
Farkas, I ;
Vicsek, T .
NATURE, 2000, 407 (6803) :487-490
[10]   A continuum theory for the flow of pedestrians [J].
Hughes, RL .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2002, 36 (06) :507-535