Deep Learning

Sustainable Cities and Society publishes our multi-hyper graph approach for classifying urban heat and flood vulnerability through street view imagery.

Cities publishes our work on quantifying and analysing views from images obtained from online ads in China.

Transportation Research Part A publishes our work on examining the causal relationships between street features and cycling mobility.

Computers, Environment and Urban Systems publishes our new research on mitigating the lack of information of the building stock.

A new approach to generate 3D models while tackling the common issue of obstructed objects in street-level imagery.

In our latest publication in IJGIS, we present an entirely new way to generate maps of building footprints and other urban features.

Transportation Research Part C publishes our novel work on the application of computer vision in gauging cycling appeal in cities

A leading journal – Computers, Environment and Urban Systems, publishes our pioneering work on the application of computer vision in studying the urban form

Landscape and Urban Planning, a top journal in the field, publishes our comprehensive exploration on this growing urban data source

UAL’s research on sustainable rooftops was published by Landscape and Urban Planning