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Armstrong Aboah, Ph.D
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Year
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
832021
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
792023
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
252020
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
212020
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
182022
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
162022
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
112023
Comparative analysis of machine learning models for predicting travel time
A Aboah, E Arthur
arXiv preprint arXiv:2111.08226, 2021
102021
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
72023
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
52022
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
42019
Identifying the Factors that Influence Urban Public Transit Demand
A Aboah, L Johnson, S Shah
arXiv preprint arXiv:2111.09126, 2021
32021
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
12024
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
12023
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
12023
Performance of Concrete Using Shredded Waste Plastics as Replacement for Coarse Aggregate
RO Afrifa, ES Nanor, A Aboah
12023
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Articles 1–20