How AI Sees the City: Urban Visual Intelligence
暫譯: 人工智慧如何看待城市：城市視覺智能

Duarte, Fábio, Mazzarello, Martina, Zhang, Fan

How AI Sees the City: Urban Visual Intelligence
  • 出版商: Routledge
  • 出版日期: 2026-09-16
  • 售價: $6,640
  • 貴賓價: 9.5 折 $6,308
  • 語言: 英文
  • 頁數: 176
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1041132638
  • ISBN-13: 9781041132639
  • 相關分類: 影像辨識 Image-recognition

    • 尚未上市，無法訂購

相關主題

商品描述

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 United States, 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.

商品描述(中文翻譯)

在一個每天產生大量數據的時代，其中大部分為視覺內容，城市已成為數位影像的龐大儲存庫。從監視攝影機到智慧型手機照片，從衛星影像到街道級別的拍攝，我們的城市環境透過前所未有的視覺數據量不斷被記錄下來。本書探討了人工智慧（AI）如何徹底改變我們對城市的理解，並提出了一個在城市環境中應用視覺AI的綜合框架。本書追溯了城市研究中視覺分析的演變，從早期的攝影記錄到今天的先進AI驅動解釋。透過來自美國、斯德哥爾摩、阿姆斯特丹、北京、杜拜、新加坡等地的詳細案例研究，展示了機器學習如何揭示有關城市模式、人類行為和社會動態的新見解。各章節探討了監視、隱私和算法偏見等關鍵問題，提供了對城市視覺智能倫理影響的細緻觀點。本書對於城市規劃和景觀建築的學者及研究生至關重要，同時也吸引任何對城市未來及科技在理解城市中的角色感興趣的人。

作者簡介

Fábio Duarte is Principal Research Scientist at the Massachusetts Institute of Technology (MIT) and Associate Director, Research and 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 Research Scientist at the MIT 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 Assistant Professor at the Institute of Remote Sensing and GIS, Peking University. 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 Professor of the Practice at the MIT, 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).

作者簡介(中文翻譯)

法比奧·杜阿特是麻省理工學院（MIT）的首席研究科學家及MIT可感知城市實驗室的研究與設計副主任。杜阿特曾擔任世界銀行的城市規劃與交通運輸顧問。杜阿特的著作包括《Unplugging the City》（Routledge, 2018）和《Urban Play》（MIT Press, 2021）。

馬丁娜·馬扎雷洛是麻省理工學院的研究科學家及MIT可感知城市實驗室全球計畫的負責人。馬扎雷洛曾在威尼斯建築雙年展上展出作品，並在《Scientific Reports》、《Nature Computational Science》和《Nature Water》等期刊上發表文章。

張凡是北京大學遙感與地理信息系的助理教授。張凡被評選為地理空間界的50位新星之一。張凡的研究成果發表於《Proceedings of the National Academy of Sciences》、《Cities》和《Nature Climate Change》等期刊。

卡洛·拉提是麻省理工學院的實踐教授、MIT可感知城市實驗室的創始人及主任，以及米蘭理工大學的傑出教授。拉提曾擔任2025年威尼斯建築雙年展的策展人，並著有《Atlas of the Senseable City Lab》（Yale Press, 2023）。

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