Armstrong Aboah

55 papers A 1Journal 43Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Contextual Analysis of Driver-Facing and Dual-View Video Inputs for Distraction Detection in Naturalistic Driving Environments. CoRR Anthony Dontoh, Stephanie Ivey, Armstrong Aboah
2025	J	`jnl`	A Review Paper of the Effects of Distinct Modalities and ML Techniques to Distracted Driving Detection. CoRR Anthony Dontoh, Stephanie Ivey, Logan Sirbaugh, Armstrong Aboah
2025	—	`conf`	A Unified Detection Pipeline for Robust Object Detection in Fisheye-Based Traffic Surveillance. ICCVW Neema Jakisa Owor, Joshua Kofi Asamoah, Tanner Wambui Muturi, Anneliese Jakisa Owor, Blessing Agyei Kyem, Andrews Danyo, Yaw Adu-Gyamfi, Armstrong Aboah
2025	J	`jnl`	A Unified Detection Pipeline for Robust Object Detection in Fisheye-Based Traffic Surveillance. CoRR Neema Jakisa Owor, Joshua Kofi Asamoah, Tanner Wambui Muturi, Anneliese Jakisa Owor, Blessing Agyei Kyem, Andrews Danyo, Yaw Adu-Gyamfi, Armstrong Aboah
2025	J	`jnl`	An Improved ResNet50 Model for Predicting Pavement Condition Index (PCI) Directly from Pavement Images. CoRR Andrews Danyo, Anthony Dontoh, Armstrong Aboah
2025	J	`jnl`	Context-CrackNet: A Context-Aware Framework for Precise Segmentation of Tiny Cracks in Pavement images. CoRR Blessing Agyei Kyem, Joshua Kofi Asamoah, Armstrong Aboah
2025	J	`jnl`	Demographics-Informed Neural Network for Multi-Modal Spatiotemporal forecasting of Urban Growth and Travel Patterns Using Satellite Imagery. CoRR Eugene Kofi Okrah Denteh, Andrews Danyo, Joshua Kofi Asamoah, Blessing Agyei Kyem, Armstrong Aboah
2025	J	`jnl`	Enhancing Fisheye Object Detection Using Frequency-Domain Attention and Dual Aggregation Transformer. IEEE Access Oreoluwa Alade, Noreen Fayyaz Khan, Armstrong Aboah
2025	J	`jnl`	Integrating Travel Behavior Forecasting and Generative Modeling for Predicting Future Urban Mobility and Spatial Transformations. CoRR Eugene Kofi Okrah Denteh, Andrews Danyo, Joshua Kofi Asamoah, Blessing Agyei Kyem, Twitchell Addai, Armstrong Aboah
2025	J	`jnl`	PaveSync: A Unified and Comprehensive Dataset for Pavement Distress Analysis and Classification. CoRR Blessing Agyei Kyem, Joshua Kofi Asamoah, Anthony Dontoh, Andrews Danyo, Eugene Kofi Okrah Denteh, Armstrong Aboah
2025	—	`conf`	Prompt-Guided Spatial Understanding with RGB-D Transformers for Fine-Grained Object Relation Reasoning. ICCVW Tanner Wambui Muturi, Blessing Agyei Kyem, Joshua Kofi Asamoah, Neema Jakisa Owor, Richard Dyzinela, Andrews Danyo, Yaw Adu-Gyamfi, Armstrong Aboah
2025	J	`jnl`	Prompt-Guided Spatial Understanding with RGB-D Transformers for Fine-Grained Object Relation Reasoning. CoRR Tanner Wambui Muturi, Blessing Agyei Kyem, Joshua Kofi Asamoah, Neema Jakisa Owor, Richard Dyzinela, Andrews Danyo, Yaw Adu-Gyamfi, Armstrong Aboah
2025	J	`jnl`	SAAM-ReflectNet: Sign-aware attention-based multitasking framework for integrated traffic sign detection and retroreflectivity estimation. Expert Syst. Appl. Joshua Kofi Asamoah, Blessing Agyei Kyem, Nathan David Obeng-Amoako, Armstrong Aboah
2025	J	`jnl`	Self-Supervised Multi-Scale Transformer with Attention-Guided Fusion for Efficient Crack Detection. CoRR Blessing Agyei Kyem, Joshua Kofi Asamoah, Eugene Kofi Okrah Denteh, Andrews Danyo, Armstrong Aboah
2025	—	`conf`	Task-Specific Dual-Model Framework for Comprehensive Traffic Safety Video Description and Analysis. ICCVW Blessing Agyei Kyem, Neema Jakisa Owor, Andrews Danyo, Joshua Kofi Asamoah, Eugene Kofi Okrah Denteh, Tanner Wambui Muturi, Anthony Dontoh, Yaw Adu-Gyamfi, Armstrong Aboah
2025	J	`jnl`	Task-Specific Dual-Model Framework for Comprehensive Traffic Safety Video Description and Analysis. CoRR Blessing Agyei Kyem, Neema Jakisa Owor, Andrews Danyo, Joshua Kofi Asamoah, Eugene Kofi Okrah Denteh, Tanner Wambui Muturi, Anthony Dontoh, Yaw Adu-Gyamfi, Armstrong Aboah
2025	J	`jnl`	Visual Dominance and Emerging Multimodal Approaches in Distracted Driving Detection: A Review of Machine Learning Techniques. CoRR Anthony Dontoh, Stephanie Ivey, Logan Sirbaugh, Andrews Danyo, Armstrong Aboah
2024	J	`jnl`	3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data. CoRR Linlin Zhang, Xiang Yu, Armstrong Aboah, Yaw Adu-Gyamfi
2024	J	`jnl`	A Novel FHWA-Compliant Dataset for Granular Vehicle Detection and Classification. IEEE Access Elizabeth Arthur, Armstrong Aboah, Ying Huang
2024	J	`jnl`	Advancing Pavement Distress Detection in Developing Countries: A Novel Deep Learning Approach with Locally-Collected Datasets. CoRR Blessing Agyei Kyem, Eugene Kofi Okrah Denteh, Joshua Kofi Asamoah, Kenneth Adomako Tutu, Armstrong Aboah
2024	J	`jnl`	DivNEDS: Diverse Naturalistic Edge Driving Scene Dataset for Autonomous Vehicle Scene Understanding. IEEE Access John Owusu Duah, Armstrong Aboah, Stephen Osafo-Gyamfi
2024	—	`conf`	Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis. CVPR Workshops Maged Shoman, Dongdong Wang, Armstrong Aboah, Mohamed A. Abdel-Aty
2024	J	`jnl`	Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis. CoRR Maged Shoman, Dongdong Wang, Armstrong Aboah, Mohamed A. Abdel-Aty
2024	A	`conf`	GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification. WACV Bin Wang, Hongyi Pan, Armstrong Aboah, Zheyuan Zhang, Elif Keles, Drew A. Torigian, Baris Turkbey, Elizabeth A. Krupinski, Jayaram K. Udupa, Ulas Bagci
2024	J	`jnl`	Graph Convolutional Gated Recurrent Unit Network for Traffic Prediction Using Loop Detector Data. Adv. Data Sci. Adapt. Anal. Maged Shoman, Armstrong Aboah, Abdulateef Daud, Yaw Adu-Gyamfi
2024	—	`conf`	Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets. CVPR Workshops Dai Quoc Tran, Armstrong Aboah, Yuntae Jeon, Maged Shoman, Minsoo Park, Seunghee Park
2024	J	`jnl`	Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets. CoRR Dai Quoc Tran, Armstrong Aboah, Yuntae Jeon, Maged Shoman, Minsoo Park, Seunghee Park
2024	J	`jnl`	PaveCap: The First Multimodal Framework for Comprehensive Pavement Condition Assessment with Dense Captioning and PCI Estimation. CoRR Blessing Agyei Kyem, Eugene Kofi Okrah Denteh, Joshua Kofi Asamoah, Armstrong Aboah
2024	J	`jnl`	PaveSAM Segment Anything for Pavement Distress. CoRR Neema Jakisa Owor, Yaw Adu-Gyamfi, Armstrong Aboah, Mark Amo-Boateng
2024	J	`jnl`	Weather-Adaptive Synthetic Data Generation for Enhanced Power Line Inspection Using StarGAN. IEEE Access Blessing Agyei Kyem, Joshua Kofi Asamoah, Ying Huang, Armstrong Aboah
2023	J	`jnl`	AI-Based Framework for Understanding Car Following Behaviors of Drivers in A Naturalistic Driving Environment. CoRR Armstrong Aboah, Abdul Rashid Mussah, Yaw Adu-Gyamfi
2023	—	`conf`	DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos. CVPR Workshops Armstrong Aboah, Ulas Bagci, Abdul Rashid Mussah, Neema Jakisa Owor, Yaw Adu-Gyamfi
2023	J	`jnl`	DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos. CoRR Armstrong Aboah, Ulas Bagci, Abdul Rashid Mussah, Neema Jakisa Owor, Yaw Adu-Gyamfi
2023	J	`jnl`	Edge Computing-Enabled Road Condition Monitoring: System Development and Evaluation. CoRR Abdulateef Daud, Mark Amo-Boateng, Neema Jakisa Owor, Armstrong Aboah, Yaw Adu-Gyamfi
2023	J	`jnl`	Fine-Tuning YOLOv5 with Genetic Algorithm For Helmet Violation Detection. CoRR Elham Soltanikazemi, Armstrong Aboah, Elizabeth Arthur, Bijaya Kumar Hatuwal
2023	J	`jnl`	GazeGNN: A Gaze-Guided Graph Neural Network for Disease Classification. CoRR Bin Wang, Hongyi Pan, Armstrong Aboah, Zheyuan Zhang, Ahmet Enis Çetin, Drew A. Torigian, Baris Turkbey, Elizabeth A. Krupinski, Jayaram K. Udupa, Ulas Bagci
2023	—	`conf`	GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model. Gaze Meets ML Bin Wang, Armstrong Aboah, Zheyuan Zhang, Hongyi Pan, Ulas Bagci
2023	J	`jnl`	GazeSAM: What You See is What You Segment. CoRR Bin Wang, Armstrong Aboah, Zheyuan Zhang, Ulas Bagci
2023	J	`jnl`	Image2PCI - A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from Images. CoRR Neema Jakisa Owor, Hang Du, Abdulateef Daud, Armstrong Aboah, Yaw Adu-Gyamfi
2023	J	`jnl`	Real-Time Helmet Violation Detection Using YOLOv5 and Ensemble Learning. CoRR Geoffery Agorku, Divine Agbobli, Vuban Chowdhury, Kwadwo Amankwah-Nkyi, Adedolapo Ogungbire, Portia Ankamah Lartey, Armstrong Aboah
2023	—	`conf`	Real-Time Helmet Violation Detection in AI City Challenge 2023 with Genetic Algorithm-Enhanced YOLOv5. AIPR Elham Soltanikazemi, Ashwin Dhakal, Bijaya Kumar Hatuwal, Imad Eddine Toubal, Armstrong Aboah, Kannappan Palaniappan
2023	—	`conf`	Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8. CVPR Workshops Armstrong Aboah, Bin Wang, Ulas Bagci, Yaw Adu-Gyamfi
2023	J	`jnl`	Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8. CoRR Armstrong Aboah, Bin Wang, Ulas Bagci, Yaw Adu-Gyamfi
2023	J	`jnl`	SigSegment: A Signal-Based Segmentation Algorithm for Identifying Anomalous Driving Behaviours in Naturalistic Driving Videos. CoRR Kelvin Kwakye, Younho Seong, Armstrong Aboah, Sun Yi
2022	—	`conf`	A Region-Based Deep Learning Approach to Automated Retail Checkout. CVPR Workshops Maged Shoman, Armstrong Aboah, Alex Morehead, Ye Duan, Abdulateef Daud, Yaw Adu-Gyamfi
2022	J	`jnl`	A Region-Based Deep Learning Approach to Automated Retail Checkout. CoRR Maged Shoman, Armstrong Aboah, Alex Morehead, Ye Duan, Abdulateef Daud, Yaw Adu-Gyamfi
2022	J	`jnl`	Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification. CoRR Armstrong Aboah, Yaw Adu-Gyamfi, Senem Velipasalar Gursoy, Jennifer Merickel, Matthew Rizzo, Anuj Sharma
2022	J	`jnl`	GC-GRU-N for Traffic Prediction using Loop Detector Data. CoRR Maged Shoman, Armstrong Aboah, Abdulateef Daud, Yaw Adu-Gyamfi
2022	J	`jnl`	The 1st Data Science for Pavements Challenge. CoRR Ashkan Behzadian, Tanner Wambui Muturi, Tianjie Zhang, Hongmin Kim, Amanda Mullins, Yang Lu, Neema Jakisa Owor, Yaw Adu-Gyamfi, William G. Buttlar, Hamed Majidifard, Armstrong Aboah, David Mensching, Robert Spragg, Matthew Corrigan, Jack Youtchef, Dave Eshan
2021	—	`conf`	A Vision-Based System for Traffic Anomaly Detection Using Deep Learning and Decision Trees. CVPR Workshops Armstrong Aboah
2021	J	`jnl`	A Vision-based System for Traffic Anomaly Detection using Deep Learning and Decision Trees. CoRR Armstrong Aboah, Maged Shoman, Vishal Mandal, Sayedomidreza Davami, Yaw Adu-Gyamfi, Anuj Sharma
2021	J	`jnl`	Comparative Analysis of Machine Learning Models for Predicting Travel Time. CoRR Armstrong Aboah, Elizabeth Arthur
2021	J	`jnl`	Identifying the Factors that Influence Urban Public Transit Demand. CoRR Armstrong Aboah, Lydia Johnson, Setul Shah
2021	J	`jnl`	Mobile Sensing for Multipurpose Applications in Transportation. CoRR Armstrong Aboah, Michael Boeding, Yaw Adu-Gyamfi
2020	J	`jnl`	Smartphone-Based Pavement Roughness Estimation Using Deep Learning with Entity Embedding. Adv. Data Sci. Adapt. Anal. Armstrong Aboah, Yaw Adu-Gyamfi