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Computer Vision
New paper: A panorama-based technique to estimate sky view factor and solar irradiance considering transmittance of tree canopies
Building and Environment publishes our new take on the sky view factor.
Urban Analytics Lab
2024-09-15
3 min read
New paper: Translating street view imagery to correct perspectives to enhance bikeability and walkability studies
The International Journal of Geographical Information Science publishes our advancement enabling more accurate street-level data for urban planners.
Urban Analytics Lab
2024-09-01
2 min read
New paper: Microclimate vision
Sustainable Cities and Society publishes our novel method to multimodal prediction of climatic parameters using street-level and satellite imagery.
Urban Analytics Lab
2024-08-18
2 min read
New paper: Evaluating human perception of building exteriors using street view imagery
Building and Environment publishes our novel method to assess the impressions of architecture at the urban scale.
Urban Analytics Lab
2024-08-06
2 min read
Introducing Global Streetscapes
A big open dataset with 10M images, together with a paper in the ISPRS Journal of Photogrammetry and Remote Sensing. And more.
Urban Analytics Lab
2024-07-18
4 min read
New paper: Understanding Urban Perception with Visual Data
Cities publishes our new comprehensive literature review, which was semi-automated to analyse the rich body of knowledge.
Urban Analytics Lab
2024-06-22
3 min read
New paper: Learning visual features from figure-ground maps for urban morphology discovery
Computers, Environment and Urban Systems publishes our new research on using unsupervised machine learning in understanding the urban form.
Urban Analytics Lab
2024-02-04
2 min read
New paper: Revealing spatio-temporal evolution of urban visual environments with street view imagery
Landscape and Urban Planning publishes our work on a new use case of street-level imagery and its temporal aspect.
Urban Analytics Lab
2023-05-18
2 min read
New paper: Automatic assessment of public open spaces using street view imagery
Cities publishes our work on using unconventional (off-road) street-level imagery for a new use case.
Urban Analytics Lab
2023-04-23
3 min read
New paper: Knowledge and Topology
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’.
Urban Analytics Lab
2023-03-17
3 min read
New paper: Towards Human-centric Digital Twins: Leveraging Computer Vision and Graph Models to Predict Outdoor Comfort
Sustainable Cities and Society publishes our novel work on spatio-temporal-explicit GeoAI to predict human outdoor comfort.
Urban Analytics Lab
2023-03-11
2 min read
New paper: InstantCITY
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 Analytics Lab
2022-12-04
3 min read
New paper: Mining real estate ads and property transactions for building and amenity data acquisition
Urban Informatics publishes our novel method on collecting data on buildings, which are essential for many domains.
Urban Analytics Lab
2022-11-24
2 min read
New paper: Sensing urban soundscapes from street view imagery
Computers, Environment and Urban Systems publishes our research on developing a new use case of street view imagery.
Urban Analytics Lab
2022-11-21
2 min read
New paper: Incorporating Networks in Semantic Understanding of Streetscapes
Environment and Planning B publishes our novel research on contextualising active mobility decisions.
Urban Analytics Lab
2022-11-19
2 min read
New paper: A comprehensive framework for evaluating the quality of street view imagery
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.
Urban Analytics Lab
2022-11-14
3 min read
New paper: Water 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.
Urban Analytics Lab
2022-11-05
3 min read
New paper: Semantic Riverscapes
Landscape and Urban Planning publishes our novel workflow for visual analysis of urban river landscapes by combining UAV oblique photography with CV and VR.
Urban Analytics Lab
2022-09-23
3 min read
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.
Urban Analytics Lab
2022-03-09
3 min read
New paper: Operational characteristics of residential air conditioners with temporally granular remote thermographic imaging
A collaborative paper presented at BuildSys 2021.
Urban Analytics Lab
2021-11-30
3 min read
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
Urban Analytics Lab
2021-09-20
3 min read
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
Urban Analytics Lab
2021-08-22
3 min read
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
Urban Analytics Lab
2021-08-14
3 min read
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