Machine Intelligence, Big Data Analytics, and Iot in Image Processing: Practical Applications
暫譯: 機器智慧、大數據分析與物聯網在影像處理中的實務應用
Kumar, Ashok, Bhushan, Megha, Galindo, Jose A.
- 出版商: Wiley-Scrivener
- 出版日期: 2023-03-14
- 售價: $7,190
- 貴賓價: 9.5 折 $6,831
- 語言: 英文
- 頁數: 512
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1119865042
- ISBN-13: 9781119865049
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相關分類:
Machine Learning、大數據 Big-data、物聯網 IoT
無法訂購
商品描述
Discusses both theoretical and practical aspects of how to harness advanced technologies to develop practical applications such as drone-based surveillance, smart transportation, healthcare, farming solutions, and robotics used in automation.
The concepts of machine intelligence, big data analytics, and the Internet of Things (IoT) continue to improve our lives through various cutting-edge applications such as disease detection in real-time, crop yield prediction, smart parking, and so forth. The transformative effects of these technologies are life-changing because they play an important role in demystifying smart healthcare, plant pathology, and smart city/village planning, design and development. This book presents a cross-disciplinary perspective on the practical applications of machine intelligence, big data analytics, and IoT by compiling cutting-edge research and insights from researchers, academicians, and practitioners worldwide. It identifies and discusses various advanced technologies, such as artificial intelligence, machine learning, IoT, image processing, network security, cloud computing, and sensors, to provide effective solutions to the lifestyle challenges faced by humankind.
Machine Intelligence, Big Data Analytics, and IoT in Image Processing is a significant addition to the body of knowledge on practical applications emerging from machine intelligence, big data analytics, and IoT. The chapters deal with specific areas of applications of these technologies. This deliberate choice of covering a diversity of fields was to emphasize the applications of these technologies in almost every contemporary aspect of real life to assist working in different sectors by understanding and exploiting the strategic opportunities offered by these technologies.
Audience
The book will be of interest to a range of researchers and scientists in artificial intelligence who work on practical applications using machine learning, big data analytics, natural language processing, pattern recognition, and IoT by analyzing images. Software developers, industry specialists, and policymakers in medicine, agriculture, smart cities development, transportation, etc. will find this book exceedingly useful.
商品描述(中文翻譯)
機器智慧、大數據分析與物聯網在影像處理中的應用
討論如何利用先進技術來開發實用應用的理論與實務面向，例如基於無人機的監控、智慧交通、醫療保健、農業解決方案以及自動化中的機器人。
機器智慧、大數據分析和物聯網（IoT）的概念透過各種尖端應用持續改善我們的生活，例如即時疾病檢測、作物產量預測、智慧停車等。這些技術的變革性影響改變了生活，因為它們在揭開智慧醫療、植物病理學以及智慧城市/村莊的規劃、設計和發展中扮演著重要角色。本書通過匯編來自全球研究人員、學者和實務者的尖端研究和見解，提供了機器智慧、大數據分析和物聯網的實用應用的跨學科視角。它識別並討論各種先進技術，如人工智慧、機器學習、物聯網、影像處理、網路安全、雲計算和感測器，以提供有效的解決方案來應對人類面臨的生活挑戰。
機器智慧、大數據分析與物聯網在影像處理中的應用 是對機器智慧、大數據分析和物聯網所衍生的實用應用知識體的重要補充。各章節針對這些技術的具體應用領域進行探討。選擇涵蓋多樣化領域的這一決策旨在強調這些技術在幾乎每個當代現實生活方面的應用，以協助在不同領域工作的人士理解並利用這些技術所提供的戰略機會。
讀者對象
本書將吸引一系列從事人工智慧的研究人員和科學家，他們專注於利用機器學習、大數據分析、自然語言處理、模式識別和物聯網進行影像分析的實用應用。軟體開發人員、行業專家以及醫療、農業、智慧城市發展、交通等領域的政策制定者將會發現本書極具實用價值。
作者簡介
Ashok Kumar, PhD, is an assistant professor at Lovely Professional University, Phagwara, Punjab, India. He has 15+ years of teaching and research experience, filed 3 patents, and published many articles in international journals and conferences. His current areas of research interest include cloud computing, the Internet of Things, and mist computing.
Megha Bhushan, PhD, is an assistant professor at the School of Computing, DIT University, Dehradun, Uttarakhand, India. She has filed 4 patents and published many research articles in international journals and conferences. Her research interest includes software quality, software reuse, ontologies, artificial intelligence, and expert systems.
Jose Galindo, PhD, is currently in the Department of Computer Languages and Systems, University of Seville, Spain. He has developed many tools such as FaMa, FaMaDEB, FaMaOVM, TESALIA, and VIVID, and his research interests include recommender systems, software visualization, variability-intensive systems, and software product lines.
Lalit Garg, PhD, is a Senior Lecturer in the Department of Computer Information Systems, University of Malta, and an honorary lecturer at the University of Liverpool, UK. He has edited four books and published over 110 papers in refereed journals, conferences, and books. He has 12 patents and delivered more than twenty keynote speeches in different countries, and organized/chaired/co-chaired many international conferences.
Yu-Chen Hu, PhD, is a distinguished professor in the Department of Computer Science and Information Management, Providence University, Taichung City, Taiwan. His research interests include image and signal processing, data compression, information hiding, information security, computer network, and artificial network.
作者簡介(中文翻譯)
Ashok Kumar, PhD, 是印度旁遮普邦法格瓦拉的Lovely Professional University的助理教授。他擁有超過15年的教學和研究經驗，申請了3項專利，並在國際期刊和會議上發表了許多文章。他目前的研究興趣包括雲計算、物聯網和霧計算。
Megha Bhushan, PhD, 是印度烏塔拉坎德邦德哈拉敦DIT University計算學院的助理教授。她申請了4項專利，並在國際期刊和會議上發表了許多研究文章。她的研究興趣包括軟體品質、軟體重用、本體論、人工智慧和專家系統。
Jose Galindo, PhD, 目前在西班牙塞維利亞大學的計算語言與系統系工作。他開發了許多工具，如FaMa、FaMaDEB、FaMaOVM、TESALIA和VIVID，他的研究興趣包括推薦系統、軟體可視化、變異密集系統和軟體產品線。
Lalit Garg, PhD, 是馬爾他大學計算資訊系的高級講師，並且是英國利物浦大學的榮譽講師。他編輯了四本書，並在經過審核的期刊、會議和書籍中發表了超過110篇論文。他擁有12項專利，並在不同國家發表了超過二十場主題演講，還組織/主持/共同主持了許多國際會議。
Yu-Chen Hu, PhD, 是台灣台中市靜宜大學計算機科學與資訊管理系的特聘教授。他的研究興趣包括影像與信號處理、數據壓縮、資訊隱藏、資訊安全、計算機網絡和人工網絡。
