This paper is an overview of the development and application of Computer Vision for the detection of pothole, pavement distress and road profile analysis and categorisation. A brief explanation of the traditional methods for determining these factors is given, followed by a chronological description of the evolution and the challenges of using Computer Vision (CV) approaches to determine these conditions. The paper is separated into sections aligned to image capture and analysis methodologies. Qualitative evaluations and comparison of these methods have been provided along with the proposal of guidelines for new computer vision-based road analysis systems.
|Title of host publication||Civil Engineering Research Association of Ireland (CERI 2020)|
|Publication status||Published - 27 Aug 2020|
|Event||CERI 2020 : Civil Engineering Research Ireland - Cork Institute of Technology , Cork, Ireland|
Duration: 27 Aug 2020 → 28 Aug 2020
|Conference||CERI 2020 : Civil Engineering Research Ireland|
|Period||27/08/2020 → 28/08/2020|