SMART Lab - Innovative Transportation Research

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

Google Scholar

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

arXiv

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

arXiv

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

arXiv

Journal

Systematic review of distinct modalities and artificial intelligence for distracted driving detection

Anthony Dontoh, Stephanie Ivey, Logan Sirbaugh, Andrews Danyo, Joshua Kofi Asamoah, Armstrong Aboah, Paul Takyi-Aninakwa.

Transportation Research Interdisciplinary Perspectives

Paper

Journal

Hybrid Congestion Classification Framework Using Flow-Guided Attention and Empirical Mode Decomposition

Eugene Kofi Okrah Denteh, Blessing Agyei Kyem, Joshua Kofi Asamoah, Armstrong Aboah.

Journal of Transportation Engineering, Part A: Systems

Paper

Preprint2607

A Dynamic Scene Interaction Reasoning Framework for Scene-level Lane-Change Intention and Trajectory Prediction of Multiple Interacting Vehicles

Joshua Kofi Asamoah, Blessing Agyei Kyem, Eugene Denteh, Armstrong Aboah.

arXiv:2607.09740

arXiv

Journal2026

QueryMotion: A Modular Framework for Natural Language-Based Vehicle Retrieval via Attribute and Motion Reasoning

JK Asamoah^*, BA Kyem^*, A Aboah^†.

IEEE Transactions on Intelligent Transportation Systems, 2026

Paper

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

Paper

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

Paper

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

Paper

Research Publications

Under Review3 papers

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

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

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

20267 papers

Systematic review of distinct modalities and artificial intelligence for distracted driving detection

Hybrid Congestion Classification Framework Using Flow-Guided Attention and Empirical Mode Decomposition

A Dynamic Scene Interaction Reasoning Framework for Scene-level Lane-Change Intention and Trajectory Prediction of Multiple Interacting Vehicles

QueryMotion: A Modular Framework for Natural Language-Based Vehicle Retrieval via Attribute and Motion Reasoning

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

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

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

202514 papers

20249 papers

202310 papers

20222 papers

20213 papers

20202 papers

20192 papers