Computer Vision

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

Cities publishes our new systematic review with a focus on opportunities for machine learning.

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.

Cities publishes our method and implementation of public-centered UDTs for automatic perception simulations to enhance citizen participation and collaboration.

Sustainable Cities and Society publishes our work on a new perspective for sensing urban lighting landscape.

Building and Environment publishes our new take on the sky view factor.

The International Journal of Geographical Information Science publishes our advancement enabling more accurate street-level data for urban planners.

Sustainable Cities and Society publishes our novel method to multimodal prediction of climatic parameters using street-level and satellite imagery.

Building and Environment publishes our novel method to assess the impressions of architecture at the urban scale.

A big open dataset with 10M images, together with a paper in the ISPRS Journal of Photogrammetry and Remote Sensing. And more.

Cities publishes our new comprehensive literature review, which was semi-automated to analyse the rich body of knowledge.

Computers, Environment and Urban Systems publishes our new research on using unsupervised machine learning in understanding the urban form.

Landscape and Urban Planning publishes our work on a new use case of street-level imagery and its temporal aspect.

Cities publishes our work on using unconventional (off-road) street-level imagery for a new use case.

ISPRS Journal of Photogrammetry and Remote Sensing publishes our work ‘A Two Layer Spatially Dependent Graph Neural Networks to Identify Urban Functions with Time-series Street View Image’.

Sustainable Cities and Society publishes our novel work on spatio-temporal-explicit GeoAI to predict human outdoor comfort.

ISPRS Journal of Photogrammetry and Remote Sensing publishes our novel work on synthesising morphologically accurate geospatial data for urban form analysis, transfer, and quality control.

Urban Informatics publishes our novel method on collecting data on buildings, which are essential for many domains.

Computers, Environment and Urban Systems publishes our research on developing a new use case of street view imagery.

Environment and Planning B publishes our novel research on contextualising active mobility decisions.

The Int’l J of Applied Earth Observation and Geoinformation publishes our development of the first method to assess the quality of street view imagery.

Ecological Indicators publishes our latest work on introducing a new kind of urban visual perspective for perception and evaluation studies of waterscapes worldwide.

Landscape and Urban Planning publishes our novel workflow for visual analysis of urban river landscapes by combining UAV oblique photography with CV and VR.

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

A collaborative paper presented at BuildSys 2021.

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