Rohit Dubey, PhD
Former Employee
Research
Rohit K. Dubey is currently a postdoctoral researcher and a group lead of Knowledge Representation and Reasoning in the chair of Computational Modeling and Simulation at the Technical University of Munich. Rohit received his Ph.D. from the Department of Informatics at ETH Zurich in 2020 under the guidance of Asst Prof. Dr. Robert W. Sumner (Disney Research, Zurich), Prof. Christoph Hoelscher (D-GESS, ETH Zurich), and Asst. Prof. Dr. Mubbasir Kapadia (Computer Science, Rutgers University). His Ph.D. research focused on the cognitive modeling of information sources for human wayfinding under uncertainty. Rohit is currently developing a cognitively grounded computational framework of microscopic pedestrian crowd simulation that models the uncertainty and fusion of potentially multiple conflicting information sources for wayfinding decision-making during general circulation and egress. His research interests are:
- Computational Cognition
- Pedestrian simulation
- Multivariate Information Fusion for Human Decision-Making
- Human-Building Interaction
- Computer-Aided Architectural Design and Optimization
Journals
- Dubey, R. K., Sohn, S. S., Thrash, T., Holscher, C., Kapadia, M., & Borrmann, A. (2022). Cognitive Path Planning with Spatial Memory Distortion. IEEE Transactions on Visualization and Computer Graphics.
- Zhao, H., Schwabe, A., Schläfli, F., Thrash, T., Aguilar, L., Dubey, R. K., ... & Schinazi, V. R. (2022). Fire evacuation supported by centralized and decentralized visual guidance systems. Safety science, 145, 105451.
- Dubey, Rohit K., Wei Ping Khoo, Michal Gath Morad, Christoph Hölscher, and Mubbasir Kapadia. AUTOSIGN: A multi-criteria optimization approach to computer-aided design of signage layouts in complex buildings.
- Computers & Graphics (2020)
- Dubey, Rohit K., Tyler Thrash, Mubbasir Kapadia, Christoph Hoelscher, and Victor R. Schinazi.:
Information Theoretic Model to Simulate Agent-Signage Interaction for Wayfinding
Cognitive Computation (2019): 1-18
- Dubey, Rohit Kumar, Jonathan Goh, and Vrizlynn LL Thing. :
Fingerprint liveness detection from single image using low-level features and shape analysis
IEEE transactions on information forensics and security 11, no.7 (2016): 1461-1475
- Wang, Yanbin, Rohit Dubey, Nadia Magnenat-Thalmann, and Daniel Thalmann.:
An immersive multi-agent system for interactive applications
The Visual Computer 29, no.5 (2013): 323-332
Refereed Conferences
- Dubey, R. K., Sohn, S. S., Abualdenien, J., Thrash, T., Hoelscher, C., Borrmann, A., & Kapadia, M. (2021). SNAP: successor entropy based incremental subgoal discovery for adaptive navigation. In Motion, Interaction and Games (pp. 1-11).
- Dubey, Rohit K., Samuel S. Sohn, Tyler Thrash, Christoph Hoelscher, and Mubbasir Kapadia.:
Identifying indoor navigation landmarks using a hierarchical multi-criteria decision framework
In Motion, Interaction and Games , pp. 1-11. 2019
- Dubey, Rohit K., Samuel S. Sohn, Christoph Hoelscher, and Mubbasir Kapadia.:
Fusion-Based Wayfinding Prediction Model for Multiple Information Sources
In 2019 22th International Conference on Information Fusion (FUSION) , pp. 1-8. IEEE, 2019
- ( Best Paper Award ) Zhang, Ying, Rohit Kumar Dubey, Guang Hua, and Vrizlynn LL Thing.:
Face Spoofing Video Detection Using Spatio-Temporal Statistical Binary Pattern
In TENCON 2018-2018 IEEE Region 10 Conference , pp. 0309-0314. IEEE, 2018
Refereed workshops
- Dubey, Rohit K., Samuel S. Sohn, Christoph Hoelscher, and Mubbasir Kapadia.: Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures
In Neural Information Processing Systems: Workshop on AI for Humanitarian Assistance and Disaster Response NeurIPS 2019
- Dubey, Rohit K., Mubbasir Kapadia, Tyler Thrash, Victor R. Schinazi, and Christoph Hoelscher.:
Towards an Information-Theoretic Framework for Quantifying Wayfinding Information in Virtual Environments
In CAID @ IJCAI , pp. 40-46. 2017
Book Chapters
- Panagiotis Mavros, Dubey Rohit K., Li Hengshan, Jazuk Kristina, Holsher Christoph.:
Architectural Psychology for Mixed-Use Cities
In Future Cities Laboratory Indicia 1, Lars Muller Publisher, April, 2019
Refereed posters
- Dubey, Rohit K.
Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures
In Neural Information Processing Systems: Workshop on AI for Humanitarian Assistance and Disaster Response NeurIPS 2019
- Dubey Rohit K., Jonathan Goh, and Vrizlynn Thing:
Fingerprint Liveness Detection
A * STAR Scientific Conference, September 25-26, 2014
- Teute Drini
Analysis of Human Trajectory Prediction methods and Future use cases
Interdisciplinary Project
September 2021 - April 2022
- Aditya Oka
“Fine-to-course” Path Planning Implementation in Cognitive AI
Supervision of a 3rd year Computer Science bachelor student from Rutgers's University, USA
October, 2020 - March 2021 - David Xue
Spatial-Cognition Driven Layout Optimization
Supervision of a 3rd year Computer Science bachelor student from Rutgers's University, USA
March, 2020 - December 2020
- Wei Ping Khoo
Optimization framework for a signage design system
Internship supervision at ETH of a 3rd year Computer Science bachelor student from NUS Singapore
Jan. ' 2018 - June.'2018
- Supervisor at I2R of a Polytechnic Diploma student from Singapore Polytechnic, Singapore
Gaze based human authentication
May.'2014 - Aug. 2014
- Supervisor at I2R of a Polytechnic Diploma student from Singapore Polytechnic, Singapore
Gait based human authentication
May.'2015 - Aug. 2015