From Visual Surveillance to Internet of Things: Technology and Applications
暫譯: 從視覺監控到物聯網：技術與應用
Sharma, Lavanya, Garg, Pradeep K.
相關主題
商品描述
From Visual Surveillance to Internet of Things: Technology and Applications is an invaluable resource for students, academicians and researchers to explore the utilization of Internet of Things with visual surveillance and its underlying technologies in different application areas. Using a series of present and future applications - business insights, indoor-outdoor securities, smart grids, human detection and tracking, intelligent traffic monitoring, e-health department and many more - this book will support readers to obtain a deeper knowledge in implementing IoT with visual surveillance.
The book offers comprehensive coverage of the most essential topics, including:
- The rise of machines and communications to IoT (3G, 5G)
- Tools and technologies of IoT with visual surveillance
- IoT with visual surveillance for real-time applications
- IoT architectures
- Challenging issues and novel solutions for realistic applications
- Mining and tracking of motion-based object data
- Image processing and analysis into the unified framework to understand both IOT and computer vision applications
This book will be an ideal resource for IT professionals, researchers, under- or post-graduate students, practitioners, and technology developers who are interested in gaining a deeper knowledge in implementing IoT with visual surveillance, critical applications domains, technologies, and solutions to handle relevant challenges.
Dr. Lavanya Sharma is an Assistant Professor in the Amity Institute of Information Technology at Amity University UP, Noida, India. She is a recipient of several prestigious awards during her academic career. She is an active nationally-recognized researcher who produces dozens of papers in her field. She is an Editorial Member/Reviewer of various journals of repute and active program committee member of various IEEE and Springer conferences. She is also an active nationally-recognized SAS educator who has produced dozens of papers.
Prof. P.K. Garg worked as a Vice Chancellor, Uttarakhand Technical University, Dehradun. Presently he is working in the department of Civil Engineering, IIT Roorkee as a professor. Prof. Garg has published more than 300 technical papers in national and international conferences and journals. He has undertaken 26 research projects and provided technical services to 83 consultancy projects on various aspects of Civil Engineering, generating funds for the Institute.
商品描述(中文翻譯)
《從視覺監控到物聯網：技術與應用》是一本對學生、學者和研究人員來說非常寶貴的資源，旨在探索物聯網在視覺監控及其在不同應用領域中的基礎技術的利用。這本書通過一系列當前和未來的應用——商業洞察、室內外安全、智慧電網、人員檢測與追蹤、智能交通監控、電子健康部門等——幫助讀者深入了解如何將物聯網與視覺監控相結合。
本書全面涵蓋了最重要的主題，包括：
- 機器和通信技術的興起至物聯網（3G、5G）
- 物聯網與視覺監控的工具和技術
- 用於實時應用的物聯網與視覺監控
- 物聯網架構
- 現實應用中的挑戰性問題和新穎解決方案
- 基於運動的物體數據的挖掘與追蹤
- 圖像處理與分析整合框架，以理解物聯網和計算機視覺應用
這本書將是IT專業人士、研究人員、學士或碩士生、實務工作者和技術開發者的理想資源，對於希望深入了解如何將物聯網與視覺監控相結合、關鍵應用領域、技術及解決方案以應對相關挑戰的人士尤為重要。
拉瓦尼亞·夏爾瑪博士（Dr. Lavanya Sharma）是印度諾伊達阿米提大學信息技術學院的助理教授。在她的學術生涯中，她獲得了多項著名獎項。她是一位活躍的全國認可研究者，在她的領域發表了數十篇論文。她是多本知名期刊的編輯成員/審稿人，並且是多個IEEE和Springer會議的活躍程序委員會成員。她也是一位活躍的全國認可SAS教育者，發表了數十篇論文。
P.K. Garg教授曾擔任烏塔拉坎德技術大學的副校長，目前在印度羅爾基的印度理工學院土木工程系擔任教授。Garg教授在國內外會議和期刊上發表了300多篇技術論文。他承擔了26個研究項目，並為83個土木工程各方面的顧問項目提供技術服務，為學院創造了資金。
作者簡介
Dr. Lavanya Sharma received her M.Tech (Computer Science and Engineering) in 2013 from Manav Rachna College of Engineering, affiliated with Maharshi Dayanand University, Haryana, India.
She received her Ph.D. from Uttarakhand Technical University, India, as a full-time Ph.D. scholar in the field of digital image processing and computer vision in April 2018, and also received a TEQIP scholarship for the same. Her research work is on motion-based object detection using background subtraction technique for smart video surveillance. She received several prestigious awards during her academic career.
She has more than 20 research papers to her credit, including Elsevier (SCI Indexed), Inderscience, IGI Global, IEEE Explore, and many more. She has authored a book Object Detection with Background Subtraction.
She contributed as an Organizing Committee member and session chair at Springer's ICACDS conferences 2016, ICRAMSTEL 2019, and Springer's ICACDS 2019. She is an editorial member/reviewer of various journals of repute, including Inderscience, IGI Global, and many others. She is an active program committee member of various IEEE and Springer conferences also.
Her primary research interests are digital image processing and computer vision, vehicular ad hoc networks, mobile ad hoc networks, and Internet of Things. Her vision is to promote teaching and research, providing a highly competitive and productive environment in academic and research areas with tremendous growing opportunities for the society and her country.
Professor Pradeep K. Garg worked as a Vice Chancellor, Uttarakhand Technical University, Dehradun (2015-2018). Presently he is working in the Department of Civil Engineering, IIT Roorkee as a professor. He has completed a B.Tech (Civil Engineering) in 1980 and M.Tech (Civil Engineering) in 1982 both
from the University of Roorkee (now IIT Roorkee). He is a recipient of the Gold Medal at IIT Roorkee to stand first during M.Tech program, the Commonwealth Scholarship Award for doing Ph.D. from University of Bristol (UK), and the Commonwealth Fellowship Award to carry out post-doctoral research work at the University of Reading (UK). He joined the Department of Civil Engineering at IIT Roorkee in 1982, and gradually advancing his career, rose to the position of Head of the Department in 2015 at IIT Roorkee.
Professor Garg has published more than 310 technical papers in national and international conferences and journals. He has undertaken 26 research projects and provided technical services to 83 consultancy projects on various aspects of Civil Engineering, generating funds for the Institute. He has authored a textbook on Remote Sensing and another one on Principles and Theory of Geoinformatics, as well as produced two technical films on story mapping. He has developed several new courses and practical exercises in geomatics engineering. Besides supervising a large number of undergraduate projects, he has guided about 70 M.Tech and 26 Ph.D. theses. He is instrumental in prestigious Ministry of Human Resource Development (MHRD)-funded projects on e-learning, Development of Virtual Labs, Pedagogy, and courses under the National Programme on Technology Enhanced Learning (NPTEL). He has served as an expert on various national committees, including Ministry of Environment and Forests, National Board of Accreditation (All India Council of Technical Education), and Project Evaluation Committee, Department of Science and Technology, New Delhi.
Professor Garg has reviewed a large number of papers for national and international journals. Considering the need to train the human resources in the country, he has successfully organized 40 programs in advanced areas of surveying, photogrammetry, remote sensing, geographic information system (GIS), and global positioning system (GPS). He has successfully organized 10 conferences and workshops. He is a life member of 24 professional societies, out of which he is a Fellow member of 8 societies. For academic work, Professor Garg has travelled widely, nationally and internationally.
作者簡介(中文翻譯)
拉瓦尼亞·夏爾瑪博士於2013年在印度哈里亞納邦的馬納夫·拉奇納工程學院獲得計算機科學與工程碩士學位（M.Tech）。她於2018年4月在印度烏塔拉坎德技術大學獲得數位影像處理與計算機視覺領域的博士學位，並且獲得了TEQIP獎學金。她的研究工作專注於使用背景減除技術進行基於運動的物體檢測，以實現智能視頻監控。在她的學術生涯中，她獲得了多個著名獎項。
她發表了超過20篇研究論文，包括在Elsevier（SCI索引）、Inderscience、IGI Global、IEEE Explore等期刊上。她著有一本書《使用背景減除的物體檢測》。
她曾作為組織委員會成員和會議主席參加Springer的ICACDS 2016、ICRAMSTEL 2019和Springer的ICACDS 2019會議。她也是多個知名期刊的編輯成員/審稿人，包括Inderscience、IGI Global等。她還是多個IEEE和Springer會議的活躍程序委員會成員。
她的主要研究興趣包括數位影像處理與計算機視覺、車輛自組網、移動自組網和物聯網。她的願景是促進教學和研究，提供一個高度競爭和富有成效的學術和研究環境，為社會和她的國家創造巨大的成長機會。
普拉迪普·K·加爾教授曾擔任烏塔拉坎德技術大學的副校長（2015-2018）。目前，他在印度理工學院魯爾基分校的土木工程系擔任教授。他於1980年獲得土木工程學士學位（B.Tech），並於1982年獲得土木工程碩士學位（M.Tech），均來自魯爾基大學（現為印度理工學院魯爾基分校）。他是印度理工學院魯爾基分校M.Tech課程中獲得金獎的學生，並獲得英國布里斯托大學的英聯邦獎學金進行博士研究，以及英聯邦研究獎學金在英國雷丁大學進行博士後研究。他於1982年加入印度理工學院魯爾基分校的土木工程系，並逐步晉升至2015年擔任該系主任。
加爾教授在國內外會議和期刊上發表了超過310篇技術論文。他承擔了26個研究項目，並為83個土木工程諮詢項目提供技術服務，為學院創造資金。他著有一本《遙感》教科書和一本《地理資訊科學的原理與理論》的書籍，並製作了兩部有關故事地圖的技術影片。他開發了多個新的課程和實踐練習，專注於測量工程。除了指導大量本科專案外，他還指導了約70篇碩士論文和26篇博士論文。他在由人力資源發展部（MHRD）資助的電子學習、虛擬實驗室開發、教學法和國家技術增強學習計劃（NPTEL）下的課程中發揮了重要作用。他曾擔任多個國家委員會的專家，包括環境與森林部、全印度技術教育委員會的國家認證委員會和新德里科學技術部的項目評估委員會。
加爾教授為國內外期刊審稿了大量論文。考慮到國內人力資源培訓的需求，他成功組織了40個高級測量、攝影測量、遙感、地理資訊系統（GIS）和全球定位系統（GPS）領域的課程。他成功組織了10個會議和研討會。他是24個專業學會的終身會員，其中8個學會的院士。為了學術工作，加爾教授在國內外廣泛旅行。
