Crowd simulation and its applications: Recent advances

ML Xu, H Jiang, XG **, Z Deng - Journal of Computer Science and …, 2014 - Springer
This article surveys the state-of-the-art crowd simulation techniques and their selected
applications, with its focus on our recent research advances in this rapidly growing research …

Crowds by example

A Lerner, Y Chrysanthou… - Computer graphics …, 2007 - Wiley Online Library
We present an example‐based crowd simulation technique. Most crowd simulation
techniques assume that the behavior exhibited by each person in the crowd can be defined …

Continuum crowds

A Treuille, S Cooper, Z Popović - ACM transactions on graphics (TOG), 2006 - dl.acm.org
We present a real-time crowd model based on continuum dynamics. In our model, a
dynamic potential field simultaneously integrates global navigation with moving obstacles …

Greil-crowds: Crowd simulation with deep reinforcement learning and examples

P Charalambous, J Pettre, V Vassiliades… - ACM Transactions on …, 2023 - dl.acm.org
Simulating crowds with realistic behaviors is a difficult but very important task for a variety of
applications. Quantifying how a person balances between different conflicting criteria such …

Aggregate dynamics for dense crowd simulation

R Narain, A Golas, S Curtis, MC Lin - ACM SIGGRAPH Asia 2009 …, 2009 - dl.acm.org
Large dense crowds show aggregate behavior with reduced individual freedom of
movement. We present a novel, scalable approach for simulating such crowds, using a dual …

[КНИГА][B] Crowd simulation

D Thalmann, SR Musse - 2012 - books.google.com
Research into the methods and techniques used in simulating crowds has developed
extensively within the last few years, particularly in the areas of video games and film …

Autonomous pedestrians

W Shao, D Terzopoulos - Proceedings of the 2005 ACM SIGGRAPH …, 2005 - dl.acm.org
We address the difficult open problem of emulating the rich complexity of real pedestrians in
urban environments. Our artificial life approach integrates motor, perceptual, behavioral, and …

Group behavior from video: a data-driven approach to crowd simulation

KH Lee, MG Choi, Q Hong, J Lee - Proceedings of the 2007 ACM …, 2007 - dl.acm.org
Crowd simulation techniques have frequently been used to animate a large group of virtual
humans in computer graphics applications. We present a data-driven method of simulating a …

Directing crowd simulations using navigation fields

S Patil, J Van Den Berg, S Curtis… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
We present a novel approach to direct and control virtual crowds using navigation fields. Our
method guides one or more agents toward desired goals based on guidance fields. The …

Region-based scalable smart system for anomaly detection in pedestrian walkways

BS Murugan, M Elhoseny, K Shankar… - Computers & Electrical …, 2019 - Elsevier
Different-sized anomalies and its occurrence in a shorter period have always been an open
research issue. To resolve the issue of detecting anomalies of different sizes, especially in …