Deep Learning

New paper: Measuring the value of window views using real estate big data and computer vision
Cities publishes our work on quantifying and analysing views from images obtained from online ads in China.
2024-11-02 2 min read
New paper: Measuring the value of window views using real estate big data and computer vision
New paper: Examining the causal impacts of the built environment on cycling activities using time-series street view imagery
Transportation Research Part A publishes our work on examining the causal relationships between street features and cycling mobility.
2024-10-23 2 min read
New paper: Examining the causal impacts of the built environment on cycling activities using time-series street view imagery
New paper: Predicting building characteristics at urban scale using graph neural networks and street-level context
Computers, Environment and Urban Systems publishes our new research on mitigating the lack of information of the building stock.
2024-05-20 3 min read
New paper: Predicting building characteristics at urban scale using graph neural networks and street-level context
New paper: 3D building reconstruction from single street view images using deep learning
A new approach to generate 3D models while tackling the common issue of obstructed objects in street-level imagery.
2022-06-17 3 min read
New paper: 3D building reconstruction from single street view images using deep learning
New paper: GANmapper - Geographical Data Translation
In our latest publication in IJGIS, we present an entirely new way to generate maps of building footprints and other urban features.
2022-03-09 3 min read
New paper: GANmapper - Geographical Data Translation
New paper: Assessing bikeability with street view imagery and computer vision
Transportation Research Part C publishes our novel work on the application of computer vision in gauging cycling appeal in cities
2021-09-20 3 min read
New paper: Assessing bikeability with street view imagery and computer vision
New paper: Classification of Urban Morphology with Deep Learning
A leading journal – Computers, Environment and Urban Systems, publishes our pioneering work on the application of computer vision in studying the urban form
2021-08-22 3 min read
New paper: Classification of Urban Morphology with Deep Learning
New paper: review on street view imagery in urban analytics and GIS
Landscape and Urban Planning, a top journal in the field, publishes our comprehensive exploration on this growing urban data source
2021-08-14 3 min read
New paper: review on street view imagery in urban analytics and GIS
New paper: Roofpedia
UAL’s research on sustainable rooftops was published by Landscape and Urban Planning
2021-06-24 3 min read
Project
New paper: Roofpedia