Internet of Vehicles and Computer Vision Solutions for Smart City Transformations
暫譯: 智慧城市轉型中的車聯網與電腦視覺解決方案
Abraham, Anuj, Prasad, Shitala, Alhammadi, Ahmed
- 出版商: Springer
- 出版日期: 2025-02-20
- 售價: $8,620
- 貴賓價: 9.5 折 $8,189
- 語言: 英文
- 頁數: 476
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031729587
- ISBN-13: 9783031729584
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相關分類:
Computer Vision
海外代購書籍(需單獨結帳)
商品描述
This book compiles recent research endeavors at the intersection of computer vision (CV) and deep learning for Internet of Vehicles (IoV) applications, which are pivotal in shaping the landscape of smart cities. These technologies play instrumental roles in enhancing various facets of urban life, encompassing safety, transportation, infrastructure management, and sustainability. The amalgamation of CV and deep learning within smart cities creates a powerful synergy that fosters safer, more efficient, and sustainable urban environments. By harnessing these cutting-edge technologies to drive data-driven decision-making, cities can elevate the quality of life for their inhabitants, mitigate environmental impact, and optimize overall urban functionality. Additionally, this compilation provides in-depth technical and scientific insights into various facets of artificial intelligence (AI) technologies, including forthcoming trends and innovations that are poised to transform smart cities.
The book also extends its focus to other areas of smart city development. It explores the application of these technologies in the creation of smart parking solutions, discusses the role of surveillance for public safety, and examines how CV and IoV can be utilized for environmental monitoring. The book also delves into urban planning and infrastructure development, emphasizing the importance of a data-driven approach. It sheds light on the social impact of smart cities and the importance of citizen engagement and discusses issues of security and privacy in the context of smart cities. The book concludes with a look at future trends and challenges in the field of smart cities. Targeted at researchers, practitioners, engineers, and scientists, this book is geared toward those engaged in the development of advanced algorithms for future-forward smart city applications in computer vision, vehicular networking, communication technology, sensor devices, IoT communication, vehicular and on-road safety, data security, and services for IoV-related devices.
商品描述(中文翻譯)
本書匯編了在計算機視覺(CV)與深度學習在車聯網(IoV)應用交匯處的最新研究成果,這些應用在塑造智慧城市的格局中至關重要。這些技術在提升城市生活的各個方面中發揮了重要作用,包括安全、交通、基礎設施管理和可持續性。計算機視覺與深度學習在智慧城市中的結合創造了一種強大的協同效應,促進了更安全、更高效和可持續的城市環境。通過利用這些尖端技術推動數據驅動的決策,城市可以提升居民的生活質量,減少環境影響,並優化整體城市功能。此外,本書還提供了對各種人工智慧(AI)技術的深入技術和科學見解,包括即將到來的趨勢和創新,這些都將改變智慧城市的面貌。
本書還擴展了對智慧城市發展其他領域的關注。它探討了這些技術在智慧停車解決方案中的應用,討論了監控在公共安全中的角色,並檢視了計算機視覺和車聯網如何用於環境監測。本書還深入探討了城市規劃和基礎設施發展,強調數據驅動方法的重要性。它闡明了智慧城市的社會影響及公民參與的重要性,並討論了智慧城市背景下的安全和隱私問題。本書最後展望了智慧城市領域的未來趨勢和挑戰。本書針對研究人員、實務工作者、工程師和科學家,旨在為那些從事計算機視覺、車輛網絡、通信技術、傳感器設備、物聯網通信、車輛及道路安全、數據安全以及與車聯網相關設備服務的先進算法開發的人士提供指導。