IDEAS Lab

Crowd and Multi-Agent Environments

Overview

Publications

Placing Human Animations into 3D Scenes by Learning Interaction- and Geometry-Driven Keyframes
James F. Mullen, Divya Kothandaraman, Aniket Bera, Dinesh Manocha
arXiv  ·  01 Jan 2022
Virtual AgentsCrowd SimulationAffective Computing
Modeling Data-Driven Dominance Traits for Virtual Characters Using Gait Analysis
Tanmay Randhavane, Aniket Bera, Emily Kubin, Kurt Gray, Dinesh Manocha
IEEE Transactions on Visualization and Computer Graphics  ·  01 Jun 2021
Virtual AgentsCrowd SimulationAffective Computing
Text2Gestures: A Transformer-Based Network for Generating Emotive Body Gestures for Virtual Agents
Uttaran Bhattacharya, Nicholas Rewkowski, Abhishek Banerjee, Pooja Guhan, Aniket Bera, Dinesh Manocha
2021 IEEE Virtual Reality and 3D User Interfaces (VR)  ·  01 Mar 2021
Virtual AgentsCrowd SimulationAffective Computing
Generating Emotive Gaits for Virtual Agents Using Affect-Based Autoregression
Uttaran Bhattacharya, Nicholas Rewkowski, Pooja Guhan, Niall L. Williams, Trisha Mittal, Aniket Bera, Dinesh Manocha
2020 IEEE International Symposium on Mixed and Augmented Reality (ISMAR)  ·  01 Nov 2020
Virtual AgentsCrowd SimulationAffective Computing
DensePeds: Pedestrian Tracking in Dense Crowds Using Front-RVO and Sparse Features
Rohan Chandra, Uttaran Bhattacharya, Aniket Bera, Dinesh Manocha
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)  ·  01 Nov 2019
Human-Crowd InteractionMotion and Path PlanningCrowd SimulationAffective Computing
EVA: Generating Emotional Behavior of Virtual Agents using Expressive Features of Gait and Gaze
Tanmay Randhavane, Aniket Bera, Kyra Kapsaskis, Rahul Sheth, Kurt Gray, Dinesh Manocha
ACM Symposium on Applied Perception 2019  ·  19 Sep 2019
Virtual AgentsCrowd SimulationAffective Computing
FVA:Modeling Perceived Friendliness of Virtual Agents Using Movement Characteristics
Tanmay Randhavane, Aniket Bera, Kyra Kapsaskis, Kurt Gray, Dinesh Manocha
IEEE Transactions on Visualization and Computer Graphics  ·  01 Nov 2019
Virtual AgentsCrowd SimulationAffective Computing
LCrowdV: Generating labeled videos for pedestrian detectors training and crowd behavior learning
Ernest Cheung, Anson Wong, Aniket Bera, Xiaogang Wang, Dinesh Manocha
Neurocomputing  ·  01 Apr 2019
Virtual AgentsCrowd SimulationAffective Computing
Data-driven modeling of group entitativity in virtual environments
Aniket Bera, Tanmay Randhavane, Emily Kubin, Husam Shaik, Kurt Gray, Dinesh Manocha
Proceedings of the 24th ACM Symposium on Virtual Reality Software and Technology  ·  28 Nov 2018
Virtual AgentsCrowd SimulationAffective Computing
Interactive Surveillance Technologies for Dense Crowds
Aniket Bera, Dinesh Manocha
arXiv  ·  01 Jan 2018
Crowd SimulationAffective Computing
MixedPeds: Pedestrian Detection in Unannotated Videos Using Synthetically Generated Human-Agents for Training
Ernest Cheung, Anson Wong, Aniket Bera, Dinesh Manocha
Proceedings of the AAAI Conference on Artificial Intelligence  ·  27 Apr 2018
Virtual AgentsCrowd SimulationAffective Computing
Aggressive, Tense or Shy? Identifying Personality Traits from Crowd Videos
Aniket Bera, Tanmay Randhavane, Dinesh Manocha
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence  ·  01 Aug 2017
Crowd SimulationHuman-Crowd InteractionAffective Computing
F2FCrowds: Planning Agent Movements to Enable Face-to-Face Interactions
Tanmay Randhavane, Aniket Bera, Dinesh Manocha
Presence: Teleoperators and Virtual Environments  ·  01 May 2017
Virtual AgentsCrowd SimulationAffective Computing
Realtime Pedestrian Tracking and Prediction in Dense Crowds
Aniket Bera, David Wolinski, Julien Pettré, Dinesh Manocha
Group and Crowd Behavior for Computer Vision  ·  01 Jan 2017
Human-Crowd InteractionMotion and Path PlanningCrowd SimulationAffective Computing
GLMP- realtime pedestrian path prediction using global and local movement patterns
Aniket Bera, Sujeong Kim, Tanmay Randhavane, Srihari Pratapa, Dinesh Manocha
2016 IEEE International Conference on Robotics and Automation (ICRA)  ·  01 May 2016
Human-Crowd InteractionMotion and Path PlanningCrowd SimulationAffective Computing
Interactive and adaptive data-driven crowd simulation
Sujeong Kim, Aniket Bera, Andrew Best, Rohan Chabra, Dinesh Manocha
2016 IEEE Virtual Reality (VR)  ·  01 Mar 2016
Virtual AgentsCrowd SimulationAffective Computing
Interactive and adaptive data-driven crowd simulation: User study
Aniket Bera, Sujeong Kim, Dinesh Manocha
2016 IEEE Virtual Reality (VR)  ·  01 Mar 2016
Virtual AgentsCrowd SimulationAffective Computing
Interactive Crowd-Behavior Learning for Surveillance and Training
Aniket Bera, Sujeong Kim, Dinesh Manocha
IEEE Computer Graphics and Applications  ·  01 Nov 2016
Virtual AgentsCrowd SimulationAffective Computing
LCrowdV: Generating Labeled Videos for Simulation-Based Crowd Behavior Learning
Ernest Cheung, Tsan Kwong Wong, Aniket Bera, Xiaogang Wang, Dinesh Manocha
Lecture Notes in Computer Science  ·  01 Jan 2016
Virtual AgentsCrowd SimulationAffective Computing
Online parameter learning for data-driven crowd simulation and content generation
Aniket Bera, Sujeong Kim, Dinesh Manocha
Computers & Graphics  ·  01 Apr 2016
Virtual AgentsCrowd Simulation
Realtime Anomaly Detection Using Trajectory-Level Crowd Behavior Learning
Aniket Bera, Sujeong Kim, Dinesh Manocha
2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)  ·  01 Jun 2016
Human-Crowd InteractionMotion and Path PlanningCrowd SimulationAffective Computing
Efficient trajectory extraction and parameter learning for data-driven crowd simulation
Aniket Bera, Sujeong Kim, Dinesh Manocha
Proceedings of the 41st Graphics Interface Conference  ·  03 Jun 2015
Virtual AgentsCrowd SimulationAffective Computing
Interactive Crowd Content Generation and Analysis Using Trajectory-Level Behavior Learning
Sujeong Kim, Aniket Bera, Dinesh Manocha
2015 IEEE International Symposium on Multimedia (ISM)  ·  01 Dec 2015
Virtual AgentsCrowd SimulationAffective Computing
REACH - Realtime crowd tracking using a hybrid motion model
Aniket Bera, Dinesh Manocha
2015 IEEE International Conference on Robotics and Automation (ICRA)  ·  01 May 2015
Human-Crowd InteractionMotion and Path PlanningCrowd SimulationAffective Computing
AdaPT: Real-time adaptive pedestrian tracking for crowded scenes
Aniket Bera, Nico Galoppo, Dillon Sharlet, Adam Lake, Dinesh Manocha
2014 IEEE International Conference on Robotics and Automation (ICRA)  ·  01 May 2014
Human-Crowd InteractionMotion and Path PlanningCrowd SimulationAffective ComputingEmotion Recognition
Realtime Multilevel Crowd Tracking Using Reciprocal Velocity Obstacles
Aniket Bera, Dinesh Manocha
2014 22nd International Conference on Pattern Recognition  ·  01 Aug 2014
Human-Crowd InteractionMotion and Path PlanningCrowd SimulationAffective Computing