Future Directions for Urban Analytics and City Science III: Deep Learning and Image Analysis
The session recording will be archived on the site until June 25th, 2023
This session was streamed but not recorded
Date: 3/25/2023
Time: 12:50 PM - 2:10 PM
Room: Denver, Sheraton, I.M. Pei Tower, Mezzanine Level
Type: Paper,
Theme:
Curated Track:
Sponsor Group(s):
Spatial Analysis and Modeling Specialty Group
Organizer(s):
Alex Singleton University of Liverpool
Mark Birkin University of Leeds
Dani Arribas-Bel University of Liverpool
Nik Lomax University of Leeds
Chair(s):
Alex Singleton University of Liverpool
Description:
This session is part of a collection reflecting on emerging challenges for post pandemic cities, taking stock of recent developments in urban analytics and city science, and exploring how they have and are being deployed to support urban resilience, recovery and reconfiguration. Within these contexts, papers present either methodological or applied perspectives that demonstrate the creative use of data and computational modelling to derive actionable insights. In this session, papers have a focus on deep learning and image analysis.
Presentations (if applicable) and Session Agenda:
Ricky Nathvani |
Beyond here and now: estimating pollution levels across space and time from street view images with deep learning |
Alex Singleton, University of Liverpool |
Towards Geodemographics from Satellite Images |
Antje Barbara Metzler |
Capturing and characterizing the urban fabric of sub-Saharan Africa with very high-resolution satellite imagery and unsupervised machine learning |
Sara Irina Fabrikant, University of Zurich |
Feeling blue? Blue urban park accent lighting will remedy that! An online study leveraging VR and facial expression analysis technology |
Boyu Wang, SUNY - Buffalo |
Do people care about others' opinions of places? Utilizing crowdsourced data and deep learning to model peoples’ review patterns |
Non-Presenting Participants
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Future Directions for Urban Analytics and City Science III: Deep Learning and Image Analysis
Description
Type: Paper,
Date: 3/25/2023
Time: 12:50 PM - 2:10 PM
Room: Denver, Sheraton, I.M. Pei Tower, Mezzanine Level
Contact the Primary Organizer
Alex Singleton University of Liverpool
alex.singleton@liverpool.ac.uk
Session Sponsored By
