2023
Campus Digital Twin at York University
Prof. Gunho Sohn and the AUSMLab with the ISSUM team and Esri Canada have worked hard to create a Campus Digital Twin at York University. Using this digital twin, the teams have been studying potential usage for urban planning to address the issues related to future mobility infrastructure. One of them is to understand the safety issues when pedestrians and robots, such as side delivery robots, interact. This paper was presented at 3D GeoInfo 2023 - Technical University of Munich. Congratulations, Ali Hassan, Muhammad Usman, PhD, Melissa Kremer, Seungho Yang, and Petros Faloutsos. Thanks to Esri Canada - Dr. Brent Hall, Michael Luubert, Jon Salter and Teledyne Geospatial - Andrew Sit and Chris Verheggen for providing Teledyne's Aerial Data and York University CSBO - Patrick Saavedra.
2021
Chapter 9: Towards Democratizing Human - Building Simulation and Analytics
Muhammad Usman, Brandon Haworth, Glen Berseth, Petros Faloutsos, and Mubbasir Kapadia, (2021) in F. S. Roberts and I. A. Sheremet (Eds.): Resilience in the Digital Age, LNCS 12660, Springer Nature Switzerland, pp. 157171, 2021.
Simulation as a Service: Analyzing Crowd Movements in Virtual Environments
Muhammad Usman, Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos (2021) Computer Animation and Virtual Worlds 2021, DOI: 10.1002/cav.1990.
Modelling distracted agents in crowd simulations
Melissa Kremer, Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos (2021) The Visual Computer Journal (37). DOI: 10.1007/s00371-020-01969- 4, pp. 107-118, 2021.
Interactive Architectural Design with Diverse Solution Exploration
G.Berseth, B. Haworth, M. Usman, D. Schaumann, M. Khayatkhoei, M. T. Kapadia, P. Faloutsos (2021) in IEEE Transactions on Visualization and Computer Graphics, vol. 27, no. 1, pp. 111-124, 1 Jan. 2021, doi: 10.1109/TVCG.2019.2938961
2020
Synergistic Saliency and Depth Prediction for RGB-D Saliency Detection
Wang, Y., Li, Y., Elder, J.H., Wu, R., Lu, H. & Zhang, L. (2020) Proc. Asian Conference on Computer Vision (ACCV), 336-352.
Geometry-Guided Adaptation for Road Segmentation
Cheng, G., Wang, Y., Qian, Y. & Elder, J.H. (2020) Proc. 17th Conference on Computer and Robot Vision (CRV), 46-53. (Best Computer Vision Paper Award)
Gamification of Crowd-Driven Environment Design
Haworth, B., Usman, M., Schaumann, D., Chakraborty, N., Berseth, G., Faloutsos, P., Kapadia, M. (2020) IEEE Computer Graphics and Applications, DOI 10.1109/MCG.2020.2965069, pp 1-13,2020.
JOIN: an integrated platform for joint simulation of occupant-building interactions
Davide Schaumann, Seonghyeon Moon, Muhammad Usman, Rhys Goldstein, Simon Breslav, Azam Khan, Petros Faloutsos & Mubbasir Kapadia (2020) Architectural Science Review, 63:3-4, 339-350, DOI: 10.1080/00038628.2019.16627
Towards user-centric, market-driven mobility management of road traffic using permit-based schemes
Lessan, Javad and Fu, Liping and Bachmann, Chris (2020) Transportation Research Part E: Logistics and Transportation Review, 141, 2020
Inverse Modeling for Filters Using a Regularized Deep Neural Network Approach
Pan, Guangyuan and Wu, Yang and Yu, Ming and Fu, Liping and Li, Hongsheng (2020) IEEE Microwave and Wireless Components Letters, 30(5), 2020, 457 - 460
Road safety performance function analysis with visual feature importance of deep neural nets
Pan, Guangyuan and Fu, Liping and Chen, Qili and Yu, Ming and Muresan, Matthew (2020) IEEE/CAA Journal of Automatica Sinica, 7(3), 2020, 735 - 744
Real-time Winter Road Surface Condition Monitoring Using an Improved Residual CNN
Pan, Guangyuan and Muresan, Matthew and Yu, Ruifan and Fu, Liping (2020) Canadian Journal of Civil Engineering, 2020
Carrillo, Juan and Crowley, Mark and Pan, Guangyuan and Fu, Liping (2020) arXiv preprint arXiv:2009.10282, 2020
Credit-and permit-based travel demand management state-of-the-art methodological advances
Lessan, Javad and Fu, Liping (2019) Transportmetrica A: Transport Science, 2019, 1 - 24
Democratizing the Simulation of Human-Building Interactions
Muhammad Usman, Brandon Ha- worth, Petros Faloutsos and Mubbasir Kapadia. (2020) In Proceedings of CASA 2020
Watch Out! Modelling Pedestrians with Egocentric Distractions
Melissa Kremer, Brandon Ha- worth, Mubbasir Kapadia, Petros Faloutsos. (2020) In Proceedings of ACM SIGGRAPH Motion Interaction and Games, 2020
Muhammad Usman, Tien-Chi Lee, Ryhan Moghe, Xun Zhang, Petros Faloutsos, Mubbasir Kapadia. (2020) In Proceedings of ACM SIGGRAPH Motion Interaction and Games, 2020, short paper
Don’t Push Me Aside: Deep Integration of Physical Humanoid Control and Crowd Navigation
Brandon Haworth, Glen Berseth, Seonghyeon Moon, Mubbasir Kapadia, Petros Faloutsos, (2020) In Proceedings of ACM SIGGRAPH Motion Interaction and Games, 2020
SimService: A Cross-Browser Cloud-Based Crowd Analytics Platform for Architectural Design Analysis
Muhammad Usman, Davide Schaumann, Brandon Haworth, Mubbasir Kapadia And Petros Faloutsos, (2020) In Proceedings of SimAUD, 2020.
Floor Plan Embedding with Latent Semantics and Human Behavior Annotations
Vahid Azizi, Muhammad Usman, Honglu Zhou, Samarth Patel, Davide Schaumann, Petros Faloutsos and Mubbasir Kapadia, (2020) In Proceedings of SimAUD, 2020.
From Semantic-based Rule Checking to Simulation-powered Emergency Egress Analytics
Muhammad Usman, Yi Mao, Davide Schaumann, Petros Faloutsos and Mubbasir Kapadia, (2020) In Proceedings of SimAUD, 2020.
Representative Synthetic Crowds for Inclusive Environment Design
Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos, (2020) In Proceedings of CHI 2020 HabiTech Workshop
Simulation-as-a-Service:A Cross-Platform Framework for Analyzing Human-Building Interactions
Muhammad Usman, Davide Schaumann, Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos, (2020) In Proceedings of CHI 2020 HabiTech Workshop
2019
LS3D: Single-View Gestalt 3D Surface Reconstruction from Manhattan Line Segments
Qian, Y., Ramalingam, S. & Elder, J.H.(2019) Proceedings of the Asian Conference on Computer Vision (ACCV), LNCS 11364, 399-416.
Coupling Agent Motivations and Spatial Behaviors for Authoring Multi-Agent Narratives
Xun Zhang, Davide Schaumann, Brandon Haworth, Petros Faloutsos and Mubbasir Kapadia, (2019) Computer Animation and Virtual Worlds, 2019, 30:e1898. https://doi.org/10.1002/cav.1898, 12 pages
Multi-Agent Hierarchical Reinforcement Learning for Humanoid Navigation
Berseth, G., Haworth, B., Kapadia, M., Faloutsos, P. (2019, December) At the Deep Reinforcement Learning Workshop. 33rd Conference on Neural Information Processing Systems.
Credit-and permit-based travel demand management state-of-the-art methodological advances
Lessan, Javad and Fu, Liping (2019) Transportmetrica A: Transport Science, 2019, 1 - 24
Effects of winter weather on traffic operations and optimization of signalized intersections
Lu, Zhengyang and Kwon, Tae J and Fu, Liping (2019) Journal of traffic and transportation engineering (English edition), 6(2), 2019, 196 - 208
A hybrid Bayesian network model for predicting delays in train operations
Lessan, Javad and Fu, Liping and Wen, Chao (2019) Computers & Industrial Engineering, 127, 2019, 1214 - 1222
Adaptive traffic signal control with deep reinforcement learning an exploratory investigation
Muresan, Matthew and Fu, Liping and Pan, Guangyuan (2019) arXiv preprint arXiv:1901.00960, 2019
Joint Exploration and Analysis of High-Dimensional Design-Occupancy Templates
Usman, M., Schaumann, D., Haworth, B., Kapadia, M., Faloutsos, P. (2019, October) In Proceedings of the 12th ACM SIGGRAPH International Conference on Motion, Interaction and Games (p. 35). ACM.
Joint Parametric Modeling of Buildings and Crowds for Human-Centric Simulation and Analysis
Muhammad Usman, Davide Schaumann, Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos, (2019) In Computer-Aided Architectural Design ”Hello, Culture”, (Proceedings of CAAD Futures 2019), pp. 278–294, Springer, 2019.
Knowledge-powered inference of crowd behaviors in semantically rich environments
Xun Zhang, Davide Schaumann, Petros Faloutsos, and Mubbasir Kapadia (2019) In Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, volume 15, pages 202–208, 2019.
Spatiotemporal Influence Maps and Affordance Maps for Occupant Behavior Simulation
Davide Schaumann, Samuel S. Sohn, Muhammad Usman, Brandon Haworth, Petros Faloutsos, Mubbasir Kapadia, (2019) Proceedings of CAAD Futures 2019, pp. 412–429.
Multi-Constrained Authoring of Occupant Behavior Narratives in Architectural Design
Xun Zhang, Davide Schaumann, Brandon Haworth, Petros Faloutsos, Mubbasir Kapadia, (2019) SimAUD 2019, Atlanta, Georgia, April,2019, pp. 177-184.
Toward a Multi-Level and Multi-Paradigm Platform for Building Occupant Simulation
Davide Schaumann, Seonghyeon Moon, Muhammad Usman, Rhys Goldstein, Simon Breslav, Azam Khan, Petros Faloutsos, and Mubbasir Kapadia, (2019) SimAUD 2019, Atlanta, Georgia, 2019.
2018
Shape from Contour: Computation and Representation
Elder, J.H. (2018) Annual Review of Vision Science, 4:423-450.
Treating Speech Movement Hypokinesia in Parkinson’s Disease: Does Movement Size Matter?
- Kearney, B. Haworth, J. Scholl, P. Faloutsos, M. Baljko, Y. Yunusova, (2018) Journal of Speech, Language, and Hearing Research, 61, pp. 2703–2721, 2018, doi: 10.1044/2018 JSLHR-S-17-0439
Interactive Spatial Analytics for Human-Aware Building Design
Usman, Muhammad and Schaumann, Davide and Haworth, Brandon and Berseth, Glen and Kapadia, Mubbasir and Faloutsos, Petros, (2018) In: Proceedings of the ACM SIGGRAPH Conference on Motion, Interaction and Games, Limas- sol,Cyprus, 2018, pp.13:1–13:12.
2017
Local Depth Edge Detection in Humans and Deep Neural Networks
Ehinger, K.A., Adams, J.A., Graf, E.W. & Elder, J.H. (2017) Local depth edge detection in humans and deep neural networks. International Conference on Computer Vision (ICCV) Workshop on Mutual Benefits of Cognitive and Computer Vision, 2681-2689.
Fusing Geometry and Appearance for Road Segmentation
Cheng, G., Qian, Y. & Elder, J.H. (2017) Fusing geometry and appearance for road segmentation. International Conference on Computer Vision (ICCV) Workshop on Computer Vision for Road Scene Understanding and Autonomous Driving, 166-173.
Slot Cars: 3D Modelling for Improved Visual Traffic Analytics
Corral-Soto, E.R. & Elder, J.H. (2017) Slot Cars: 3D Modelling for improved visual traffic analytics IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Traffic Surveillance Workshop and Challenge, 889-897.
A Dynamic Programming Approach to Line Segment Detection
Almazen, E.J., Tal, R., Qian, Y. & Elder, J.H. (2017) A dynamic programming approach to line segment detections IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2031-2039.
Estimating Camera Pose from Motion without Tracking
Elasal, N. & Elder, J.H. (2017) Estimating camera pose from motion without tracking. Proc. 14th Conference on Computer and Robot Vision (CRV), IEEE, 72-79.
Evaluating and Optimizing Evacuation Plans for Crowd Egress
Cassol VJ, Smania Testa E, Rosito Jung C, Usman M, Faloutsos P, Berseth G, Kapadia M, Badler NI, Raupp Musse S., (2017) IEEE Computer Graphics and Applications, 2017;37(4):60-71. doi: 10.1109/MCG.2017.3271454
Code: Crowd-optimized design of environments
Brandon Haworth, Muhammad Usman, Glen Berseth, Mahyar Khayatkhoei, Mubbasir Kapadia, and Petros Faloutsos, (2017) Computer Animation and Virtual Worlds, pages e1749n/a, 2017. e1749 cav.1749.
On density-flow relationships during crowd evacuation
BrandonH aworth, Muhammad Usman, Glen Berseth, Mahyar Khayatkhoei, Mubbasir Kapadia, and Petros Faloutsos. (2017) In: Computer Animation and Virtual Worlds 28.3-4 (2017). e1783 cav.1783.
Development of a global road safety performance function using deep neural networks
Pan, Guangyuan; Fu, Liping; Thakali, Lalita (2017) International Journal of Transportation Science and Technology 6, 3, 159-173, 2017, Elsevier (Accepted in 2017)
Effects of Winter Weather on Traffic Operations and Optimization of Signalized Intersections
Lu, Z, T. J. Kwon, and L. FU (2017) Journal of Traffic and Transportation Engineering (Accepted in 2017)
Weining Liu, Vladimir Pavlovic, Kaidong Hu, Petros Faloutsos, Sejong Yoon, Mub- basir Kapadia (2017) Proceedings of the Tenth International Conference on Motion in Games. MIG 17. Barcelona, Spain: ACM, 2017, pp. 2:12:6. isbn: 978-1-4503-5541- 4.
Crowd Sourced Co-design of Floor Plans using Simulation Guided Games
Chakraborty, N., Haworth, B., Usman, M., Berseth, G., Faloutsos, P., Kapadia, M. (2017) Proceedings of the Tenth International Conference on Motion in Games (MIG), Article No. 1, pp. 1:1–1:5, 2017.
Crowd Sourced Co-design of Floor Plans using Simulation Guided Games
Brandon Haworth, Muhammad Usman, Nilay Chakraborty, Glen Berseth, Petros Faloutsos and Mubbasir Kapadia, (2017) Work- shop in Cognition and Artificial Intelligence for Human-centred Design, IJCAI 2017, Melbourne, Australia, pp. 1–5.
Static and Dynamic Analysis in Computer-Aided Human-Centric Environment Design
Brandon Haworth, Muhammad Usman, Glen Berseth, Mubbasir Kapadia and Petros Faloutsos, (2017) Workshop in Cognition and Artificial Intelligence for Human-centred Design, IJCAI 2017, Melbourne, Australia, pp. 1–7.
Perceptual Evaluation of Space in Virtual Environments
Muhammad Usman, Brandon Haworth, Glen Berseth, Mubbasir Kapadia, Petros Faloutsos, (2017) MIG, 2017, pp. 1–10, doi: 10.1145/3136457.3136458.