A vision-based system for traffic anomaly detection using deep learning and decision trees A Aboah Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 83 | 2021 |
Real-time multi-class helmet violation detection using few-shot data sampling technique and yolov8 A Aboah, B Wang, U Bagci, Y Adu-Gyamfi Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023 | 79 | 2023 |
Smartphone-based pavement roughness estimation using deep learning with entity embedding A Aboah, Y Adu-Gyamfi Advances in Data Science and Adaptive Analysis 12 (03n04), 2050007, 2020 | 25 | 2020 |
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 2, 275-290, 2020 | 21 | 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 | 18 | 2022 |
Mobile sensing for multipurpose applications in transportation A Aboah, M Boeding, Y Adu-Gyamfi Journal of big data analytics in transportation 4 (2), 171-183, 2022 | 16 | 2022 |
GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model B Wang, A Aboah, Z Zhang, H Pan, U Bagci NeuRIPS 2023 Workshop on Gaze Meets ML, 2023 | 14* | 2023 |
Driver maneuver detection and analysis using time series segmentation and classification A Aboah, Y Adu-Gyamfi, SV Gursoy, J Merickel, M Rizzo, A Sharma Journal of transportation engineering, Part A: Systems 149 (3), 04022157, 2023 | 11 | 2023 |
Comparative analysis of machine learning models for predicting travel time A Aboah, E Arthur arXiv preprint arXiv:2111.08226, 2021 | 10 | 2021 |
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-Ray Classification B Wang, H Pan, A Aboah, Z Zhang, E Keles, D Torigian, B Turkbey, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 7* | 2024 |
Deepsegmenter: Temporal action localization for detecting anomalies in untrimmed naturalistic driving videos A Aboah, U Bagci, AR Mussah, NJ Owor, Y Adu-Gyamfi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 7 | 2023 |
The 1st data science for pavements challenge A Behzadian, TW Muturi, T Zhang, H Kim, A Mullins, Y Lu, NJ Owor, ... arXiv preprint arXiv:2206.04874, 2022 | 5 | 2022 |
AI-based framework for automatically extracting high-low features from NDS data to understand driver behavior A Aboah University of Missouri--Columbia, 2022 | 4* | 2022 |
An Investigation into the Factors that Influence the Use of Transportation Network Company Services Using National Household Travel Survey Data A Aboah Tennessee Technological University, 2019 | 4 | 2019 |
Identifying the Factors that Influence Urban Public Transit Demand A Aboah, L Johnson, S Shah arXiv preprint arXiv:2111.09126, 2021 | 3 | 2021 |
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets DQ Tran, A Aboah, Y Jeon, M Shoman, M Park, S Park arXiv preprint arXiv:2404.10078, 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 arXiv preprint arXiv:2404.08229, 2024 | 1 | 2024 |
Real-Time Helmet Violation Detection in AI City Challenge 2023 with Genetic Algorithm-Enhanced YOLOv5 E Soltanikazemi, A Dhakal, BK Hatuwal, IE Toubal, A Aboah, ... 2023 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), i-x, 2023 | 1 | 2023 |
Real-Time Helmet Violation Detection in AI City Challenge 2023 with Genetic Algorithm-Enhanced YOLOv5 E Soltanikazemi, A Dhakal, BK Hatuwal, IE Toubal, A Aboah, ... 2023 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), i-x, 2023 | 1 | 2023 |
Performance of Concrete Using Shredded Waste Plastics as Replacement for Coarse Aggregate RO Afrifa, ES Nanor, A Aboah | 1 | 2023 |