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Ali, Saad

Modeling, Simulation and Visual Analysis of Crowds

Ali, Saad - Modeling, Simulation and Visual Analysis of Crowds, ebook

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ISBN: 9781461484837
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Table of contents

1. Modeling, Simulation and Visual Analysis of Crowds: A Multidisciplinary Perspective
Saad Ali, Ko Nishino, Dinesh Manocha, Mubarak Shah

Part I. Crowd Simulation and Behavior Modeling

2. On Force-Based Modeling of Pedestrian Dynamics
Mohcine Chraibi, Andreas Schadschneider, Armin Seyfried

3. Connection Between Microscopic and Macroscopic Models
Jan-Frederik Pietschmann

4. Analysis of Crowd Dynamics with Laboratory Experiments
Maik Boltes, Jun Zhang, Armin Seyfried

5. Modeling a Crowd of Groups: Multidisciplinary and Methodological Challenges
Stefania Bandini, Giuseppe Vizzari

6. Scalable Solutions for Simulating, Animating, and Rendering Real-Time Crowds of Diverse Virtual Humans
Daniel Thalmann, Helena Grillon, Jonathan Maïm, Barbara Yersin

7. Authoring Multi-actor Behaviors in Crowds with Diverse Personalities
Mubbasir Kapadia, Alexander Shoulson, Funda Durupinar, Norman I. Badler

8. Virtual Tawaf: A Velocity-Space-Based Solution for Simulating Heterogeneous Behavior in Dense Crowds
Sean Curtis, Stephen J. Guy, Basim Zafar, Dinesh Manocha

Part II. Visual Analysis of Crowds

9. Crowd Flow Segmentation Using Lagrangian Particle Dynamics
Saad Ali, Mubarak Shah

10. Modeling Crowd Flow for Video Analysis of Crowded Scenes
Ko Nishino, Louis Kratz

11. Pedestrian Interaction in Tracking: The Social Force Model and Global Optimization Methods
Laura Leal-Taixé, Bodo Rosenhahn

12. Surveillance of Crowded Environments: Modeling the Crowd by Its Global Properties
Antoni B. Chan, Nuno Vasconcelos

13. Inferring Leadership from Group Dynamics Using Markov Chain Monte Carlo Methods
Avishy Y. Carmi, Lyudmila Mihaylova, François Septier, Sze Kim Pang, Pini Gurfil, Simon J. Godsill

14. Crowd Counting and Profiling: Methodology and Evaluation
Chen Change Loy, Ke Chen, Shaogang Gong, Tao Xiang

15. Anomaly Detection in Crowded Scenes: A Novel Framework Based on Swarm Optimization and Social Force Modeling
R. Raghavendra, M. Cristani, A. Bue, E. Sangineto, V. Murino

Keywords: Computer Science, Computer Imaging, Vision, Pattern Recognition and Graphics, Simulation and Modeling, Behavioural Sciences

Author(s)
 
 
 
Publisher
Springer
Publication year
2013
Language
en
Edition
2013
Series
The International Series in Video Computing
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9781461484837

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