2 papers
physics.soc-ph2025
The changing surface of the world's roads
Sukanya Randhawa, Guntaj Randhawa, Clemens Langer +6
Resilient road infrastructure is a cornerstone of the UN Sustainable Development Goals. Yet a primary indicator of network functionality and resilience is critically lacking: a com…
cs.CV2024
Paved or unpaved? A Deep Learning derived Road Surface Global Dataset from Mapillary Street-View Imagery
Sukanya Randhawa, Eren Aygun, Guntaj Randhawa +3
We have released an open dataset with global coverage on road surface characteristics (paved or unpaved) derived utilising 105 million images from the world's largest crowdsourcing…