How AI Sees the City
Urban Visual Intelligence
Routledge (Publisher)
Will be published approx. on 5. October 2026
200 pages
E-Book
978-1-040-55476-0 (ISBN)
System requirements
for PDF without DRM
E-Book Single Licence
You are acquiring a single user licence for this eBook, which you might not transfer. [L]
Not yet available
Description
Alles über E-Books | Antworten auf Fragen rund um E-Books, Kopierschutz und Dateiformate finden Sie in unserem Info- & Hilfebereich.
In an era where extreme amounts of data are produced daily, with the majority being visual content, cities have become vast repositories of digital imagery. From surveillance cameras to smartphone photos, satellite imagery to street-level captures, our urban environments are continuously documented through an unprecedented volume of visual data. This groundbreaking book examines how artificial intelligence (AI) is revolutionizing our understanding of cities, and presents a comprehensive framework for applying visual AI in urban contexts. The book traces the evolution of visual analysis in urban studies, from early photographic documentation to today's sophisticated AI-powered interpretations. Through detailed case studies from across the US, Stockholm, Amsterdam, Beijing, Dubai, Singapore, and more, it demonstrates how machine learning is unveiling new insights about urban patterns, human behavior, and social dynamics in cities. Chapters address critical concerns about surveillance, privacy, and algorithmic bias, offering a nuanced perspective on the ethical implications of urban visual intelligence.
This book is essential for scholars and postgraduate students in urban planning, and landscape architecture, while also appealing to anyone interested in the future of cities and technology's role in understanding them.
This book is essential for scholars and postgraduate students in urban planning, and landscape architecture, while also appealing to anyone interested in the future of cities and technology's role in understanding them.
Reviews / Votes
"In this fascinating book, Duarte, Mazzarello, Zhang, and Ratti bring together a wide array of computational techniques that enable us to produce new insights into the way we build cities and how we might improve their designs in the new world which is being built around the digital domain. In the last decade, there has been a flurry of developments in urban design based on articulating how we can understand the way we mold our physical environment by bringing together a very diverse array of data that determines their quality. This book shows how we are beginning to interpret the world of urban design, suggesting ways in which we might improve design using urban analytics, AI and large language models."Michael Batty, University College London
"Artificial intelligence promises to be the most powerful force ever to shape cities-potentially surpassing the automobile, electric power, and the digital revolution itself. AI is already changing how cities are designed, measured, and governed through its ability to read and make visible patterns in streets, buildings, and urban life that were previously invisible at scale. Drawing on groundbreaking work from the MIT Senseable City Lab, How AI Sees the City is the first book to explain this monumental transformation-and why it will define the urban century ahead."
Richard Florida, author of The Rise of the Creative Class
More details
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
College/higher education
Professional and scholarly
Illustrations
39 Halftones, black and white; 39 Illustrations, black and white
ISBN-13
978-1-040-55476-0 (9781040554760)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Book
approx. 10/2026
1st Edition
Routledge
€191.50
Not yet published
Book
approx. 10/2026
1st Edition
Routledge
€52.50
Not yet published
Persons
Fabio Duarte is a principal research scientist at the Massachusetts Institute of Technology, and Associate Director, Research & Design, of the MIT Senseable City Lab. Duarte has been a consultant for the World Bank in urban planning and mobility. Duarte's books include Unplugging the City (Routledge, 2018), and Urban Play (MIT Press, 2021).
Martina Mazzarello is a research scientist at the Massachusetts Institute of Technology, and Lead of MIT Senseable City Lab global initiatives. Mazzarello has exhibited at the Venice Architecture Biennale, and has published in journals such as Scientific Reports, Nature Computational Science, and Nature Water.
Fan Zhang is an assistant professor at the Peking University Institute of Remote Sensing and GIS. Zhang has been awarded as one of the Geospatial World 50 Rising Stars Zhang has published in Proceedings of the National Academy of Sciences, Cities, and Nature Climate Change.
Carlo Ratti is a professor of the practice at the Massachusetts Institute of Technology, founder and Director of the MIT Senseable City Lab, and distinguished professor at the Politecnico di Milano. Ratti has been the curator of the 2025 Venice Architecture Biennale, and is the author of the Atlas of the Senseable City Lab (Yale Press, 2023).
Martina Mazzarello is a research scientist at the Massachusetts Institute of Technology, and Lead of MIT Senseable City Lab global initiatives. Mazzarello has exhibited at the Venice Architecture Biennale, and has published in journals such as Scientific Reports, Nature Computational Science, and Nature Water.
Fan Zhang is an assistant professor at the Peking University Institute of Remote Sensing and GIS. Zhang has been awarded as one of the Geospatial World 50 Rising Stars Zhang has published in Proceedings of the National Academy of Sciences, Cities, and Nature Climate Change.
Carlo Ratti is a professor of the practice at the Massachusetts Institute of Technology, founder and Director of the MIT Senseable City Lab, and distinguished professor at the Politecnico di Milano. Ratti has been the curator of the 2025 Venice Architecture Biennale, and is the author of the Atlas of the Senseable City Lab (Yale Press, 2023).
Author
Pontificia Universidade Catolica, Brazil
Content
Introduction: A Walk Through Cambridge, Massachusetts 1. Visual Approaches to the City from Ancient Rome to MIT 2. The Digital Image 3. Using AI to Interpret the Image 4. Visual AI in the City 5. Visual AI Indoors 6. Visual AI and the Individual 7. Eyes on the City: Visual Intelligence and Surveillance 8. Generative AI and the City 9. Words and Images Work Together 10. Conclusion: Urban Visual Intelligence in the Future
System requirements
File format: PDF
Copy protection: without DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Use the free software Adobe Reader, Adobe Digital Editions, or any other PDF viewer of your choice (see eBook Help).
- Tablet/Smartphone (Android; iOS): Install the free app Adobe Digital Editions or another reading app for eBooks, e.g., PocketBook (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (only limited: Kindle).
The file format PDF always displays a book page identically on any hardware. This makes PDF suitable for complex layouts such as those used in textbooks and reference books (images, tables, columns, footnotes). Unfortunately, on the small screens of e-readers or smartphones, PDFs are rather annoying, requiring too much scrolling.
This eBook does not use copy protection or Digital Rights Management.
For more information, see our eBook Help page.