Learning pavement surface condition ratings through visual cues using a deep learning classification approach. - Waqar S. Qureshi; David Power; Joseph McHale; Brian Mulry; Kieran Feighan; Dympna O'Sullivan (ICCP, 2022)

Detecting Patches on Road Pavement Images Acquired with 3D Laser Sensors using Object Detection and Deep Learning. - Syed Ibrahim Hassan; Dympna O'Sullivan; Susan McKeever; David Power; Ray McGowan; Kieran Feighan (VISIGRAPP (5: VISAPP), 2022)

An Exploration of Recent Intelligent Image Analysis Techniques for Visual Pavement Surface Condition Assessment. - Waqar S. Qureshi; Syed Ibrahim Hassan; Susan McKeever; David Power; Brian Mulry; Kieran Feighan; Dympna O'Sullivan (Sensors, 2022)

A Deep Learning-Based Object Detection Framework for Automatic Asphalt Pavement Patch Detection Using Laser Profiling Images. - Syed Ibrahim Hassan; Susan McKeever; Kieran Feighan; David Power; Dympna O'Sullivan (ICVS, 2023)