The motivation to organize this Special Issue originated from the observation of rapid
changes taking place in the domain of geographical information science and systems over …

The performance of deep learning-based computer vision systems for road infrastructure
assessment is hindered by the scarcity of real-world, high-volume public datasets. Current …

Monitoring pavement conditions is critical to pavement management and maintenance.
Traditionally, pavement distress is mainly identified via accelerometers, videos, and laser …

Creating semantic segmentation datasets is more time-consuming than the preparation of
image-level classification labels. This paper presents a cost-efficient pixel labeling method …