| A Vision-based System for Traffic Anomaly Detection using Deep Learning and Decision Trees A Aboah, M Shoman, V Mandal, S Davami, Y Adu-Gyamfi, A Sharma Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 86 | 2021 |
| Deep Learning Framework for Predicting Bus Delays on Multiple Routes Using Heterogenous Datasets M Shoman, A Aboah, Y Adu-Gyamfi Journal of Big Data Analytics in Transportation, 1-16, 2020 | 22 | 2020 |
| A Region-based Deep Learning Approach to Automated Retail Checkout M Shoman, A Aboah, A Morehead, Y Duan, A Daud, Y Adu-Gyamfi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 19 | 2022 |
| Exploring Preferences for Transportation Modes in the City of Munich after the Recent Incorporation of Ride-hailing Companies M Shoman, AT Moreno Transportation Research Record 2675 (5), 329-338, 2021 | 10 | 2021 |
| Multi-purpose, multi-step deep learning framework for network-level traffic flow prediction M Shoman, M Amo-Boateng, Y Adu-Gyamfi Advances in Data Science and Adaptive Analysis 14 (03n04), 2250010, 2022 | 3 | 2022 |
| Low-light image enhancement framework for improved object detection in fisheye lens datasets AA Dai Quoc Tran, Y Jeon, M Shoman, M Park, S Park Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 2 | 2024 |
| Enhancing traffic safety with parallel dense video captioning for end-to-end event analysis M Shoman, D Wang, A Aboah, M Abdel-Aty Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 1 | 2024 |
| Graph Convolutional Gated Recurrent Unit Network for Traffic Prediction using Loop Detector Data M Shoman, A Aboah, A Daud, Y Adu-Gyamfi Advances in Data Science and Adaptive Analysis, 2024 | 1 | 2024 |
| Accelerating Statewide Connected Vehicles Big (Sensor Fusion) Data ETL Pipelines on GPUs AR Mussah, M Shoman, M Amo-Boateng, Y Adu-Gyamfi arXiv preprint arXiv:2305.07454, 2023 | 1 | 2023 |
| GC-GRU-N for Traffic Prediction using Loop Detector Data M Shoman, A Aboah, A Daud, Y Adu-Gyamfi arXiv preprint arXiv:2211.08541, 2022 | 1 | 2022 |
| The Impact of TNC Services on Urban Mobility M Shoman, ATMC TUM, IRM TUM | 1 | 2019 |
| Enforcing Traffic Safety: A Deep Learning Approach for Detecting Motorcyclists’ Helmet Violations Using YOLOv8 and Deep Convolutional Generative Adversarial Network-Generated … M Shoman, T Ghoul, G Lanzaro, T Alsharif, S Gargoum, T Sayed Algorithms 17 (5), 202, 2024 | | 2024 |
| Transformer-Based Model for Predicting Trajectories in Autonomous Vehicle-Pedestrian Conflicts: A Proactive Approach to Road Safety M Shoman, T Sayed, S Gargoum 103rd Annual Meeting of the Transportation Research Board, Washington, DC, 2023 | | 2023 |
| Interactive, multi-purpose traffic prediction platform using connected vehicles dataset M Shoman University of Missouri--Columbia, 2022 | | 2022 |
Armstrong Aboah, Ph.DNorth Dakota State UniversityVerified email at ndsu.edu
