Publications

Research Publications

A comprehensive collection of our peer-reviewed research publications in computer vision, machine learning, and transportation engineering.

^*Student Advised|^†Corresponding Author|^eEqual Contribution

Visual Dominance and Emerging Multimodal Approaches in Distracted Driving Detection: A Review of Machine Learning Techniques

Preprint2505

Visual Dominance and Emerging Multimodal Approaches in Distracted Driving Detection: A Review of Machine Learning Techniques

A Donto^*, S Ivey^*, L Sribuarang^*, A Danyo^*, A Aboah^†.

arXiv preprint arXiv:2505.01973

A Contextual Analysis of Driver-Facing and Dual-View Video Inputs for Distraction Detection in Naturalistic Driving Environments

Preprint2512

A Contextual Analysis of Driver-Facing and Dual-View Video Inputs for Distraction Detection in Naturalistic Driving Environments

A Dontoh^*, S Ivey, A Aboah^†.

arXiv preprint arXiv:2512.20025

PaveSync: A Unified and Comprehensive Dataset for Pavement Distress Analysis and Classification

Preprint2512

PaveSync: A Unified and Comprehensive Dataset for Pavement Distress Analysis and Classification

BA Kyem^*, JK Asamoah^*, NJ Owor^*, E Denteh^*, A Danyo^*, A Aboah^†.

arXiv preprint arXiv:2512.20011

PaveCap: The First Multimodal Framework for Comprehensive Pavement Condition Assessment with Dense Captioning and PCI Estimation

Journal2026

PaveCap: The First Multimodal Framework for Comprehensive Pavement Condition Assessment with Dense Captioning and PCI Estimation

BA Kyem^*, EKO Denteh^*, JK Asamoah^*, A Aboah^†.

Journal of Transportation Engineering, Part B: Pavements, 2026

Advancing Pavement Distress Detection in Developing Countries: A Novel Deep Learning Approach with Locally-Collected Datasets

Journal2026

Advancing Pavement Distress Detection in Developing Countries: A Novel Deep Learning Approach with Locally-Collected Datasets

BA Kyem^*, EKO Denteh^*, JK Asamoah^*, KA Tutu^*, A Aboah^†.

Advances in Data Science and Adaptive Analysis, 2026

Self-Supervised Multi-Scale Transformer with Attention-Guided Fusion for Efficient Crack Detection

Journal2026

Self-Supervised Multi-Scale Transformer with Attention-Guided Fusion for Efficient Crack Detection

BA Kyem^*, JK Asamoah^*, E Denteh^*, A Danyo^*, A Aboah^†.

Automation in Construction, 2026