Computer Vision and Internet of Things: Technologies and Applications
暫譯: 計算機視覺與物聯網：技術與應用
Sharma, Lavanya, Carpenter, Mukesh
- 出版商: CRC
- 出版日期: 2022-05-20
- 售價: $6,500
- 貴賓價: 9.5 折 $6,175
- 語言: 英文
- 頁數: 308
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032154365
- ISBN-13: 9781032154367
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相關分類:
物聯網 IoT、Computer Vision
海外代購書籍(需單獨結帳)
商品描述
Computer Vision and Internet of Things: Technologies and Applications explores the utilization of Internet of Things (IoT) with computer vision and its underlying technologies in different applications areas. Using a series of present and future applications - including business insights, indoor-outdoor securities, smart grids, human detection and tracking, intelligent traffic monitoring, e-health departments, and medical imaging - this book focuses on providing a detailed description of the utilization of IoT with computer vision and its underlying technologies in critical application areas, such as smart grids, emergency departments, intelligent traffic cams, insurance, and the automotive industry.
Key Features
- Covers the challenging issues related to sensors, detection, and tracking of moving objects with solutions to handle relevant challenges
- Describes the latest technological advances in IoT and computer vision with their implementations
- Combines image processing and analysis into a unified framework to understand both IOT and computer vision applications
- Explores mining and tracking of motion-based object data, such as trajectory prediction and prediction of a particular location of object data, and their critical applications
- Provides novel solutions for medical imaging (skin lesion detection, cancer detection, enhancement techniques for MRI images, and automated disease prediction)
This book is primarily aimed at graduates and researchers working in the areas of IoT, computer vision, big data, cloud computing, and remote sensing. It is also an ideal resource for IT professionals and technology developers.
商品描述(中文翻譯)
《電腦視覺與物聯網：技術與應用》探討了物聯網（IoT）與電腦視覺及其底層技術在不同應用領域中的利用。透過一系列當前及未來的應用，包括商業洞察、室內外安全、智慧電網、人員檢測與追蹤、智能交通監控、電子健康部門及醫學影像，本書專注於詳細描述物聯網與電腦視覺及其底層技術在關鍵應用領域中的利用，如智慧電網、急診部門、智能交通攝影機、保險及汽車產業。
主要特色
- 涵蓋與感測器、移動物體的檢測與追蹤相關的挑戰性問題，並提供解決方案以應對相關挑戰
- 描述物聯網與電腦視覺的最新技術進展及其實施
- 將影像處理與分析整合成統一框架，以理解物聯網與電腦視覺應用
- 探索基於運動的物體數據的挖掘與追蹤，如軌跡預測及特定位置的物體數據預測及其關鍵應用
- 提供醫學影像的新穎解決方案（皮膚病變檢測、癌症檢測、MRI影像增強技術及自動化疾病預測）
本書主要針對在物聯網、電腦視覺、大數據、雲計算及遙感領域工作的研究生與研究人員。對於IT專業人士及技術開發者而言，這也是一本理想的資源。
作者簡介
Dr. Lavanya Sharma completed her M.Tech (Computer Science and Engineering) in 2013 from Manav Rachna College of Engineering, affiliated with Maharshi Dayanand University, Haryana, India. She completed 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 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 is a recipient of several prestigious awards during her academic career and qualified certification courses from ISRO Dehradun unit, India. She has 40+ research papers to her credit, including Elsevier (SCI Indexed), Inderscience, IGI Global, IEEE Explore, and many more. She has published three books and two books with Taylor & Francis, CRC Press in 2019 and 2020. She also has two patents in her account on object detection in visual surveillance. She has also contributed as an Organizing Committee member of Springer's ICACDS conferences 2016, Springer's ICACDS 2018, Springer's ICACDS 2019, Springer's ICACDS 2020, ICRITO 2021, and Springer's ICACDS 2021. Presently, she is the editorial member/reviewer of various journals of repute and active program committee member of various IEEE and Springer conferences also. Her primary research interests are Digital Image Processing and Computer Vision, Artificial Intelligence, Machine learning, deep learning, 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.
Dr. Mukesh has done his MBBS from Manipal Academy of higher education from Kasturba Medical College, Mangalore, India in 2011 and Master of Surgery from Mallya Hospital, Vittal mallya road, Banglore, India in 2014. He is recipient of several prestigious awards and recognition in his career and presently working as a Unit Head and consultant with Alshifa Hospital, Delhi, India and is having more than 6 years of experience. He has published several articles and research papers and contributed as hospital committee member. He has also delivered expert talk in prestigious hospital and educational institute of India including breast awareness, cancer awareness drive, Covid- precautions and measures, Brand ambassador of Pro Biotic (Expert Talk on Fever 104 FM, January 2021). He is also guiding Ph.D students in the field of computer science for medical imaging domain.
作者簡介(中文翻譯)
拉瓦尼亞·夏瑪博士於2013年在印度哈里亞納邦的馬納夫·拉奇納工程學院（Manav Rachna College of Engineering）完成了計算機科學與工程的碩士學位（M.Tech）。她於2018年4月在印度烏塔拉坎德技術大學（Uttarakhand Technical University）獲得了數位影像處理和計算機視覺領域的博士學位，並獲得了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，她獲得了多項著名獎項。
她在學術生涯中獲得了多項著名獎項，並完成了來自印度德拉敦的ISRO單位的認證課程。她發表了40多篇研究論文，包括在Elsevier（SCI索引）、Inderscience、IGI Global、IEEE Explore等期刊上。她於2019年和2020年出版了三本書籍，並與泰勒與法蘭西斯（Taylor & Francis）、CRC Press合作出版了兩本書。她在視覺監控的物體檢測方面擁有兩項專利。她還作為組織委員會成員參與了Springer的ICACDS 2016、ICACDS 2018、ICACDS 2019、ICACDS 2020、ICRITO 2021和ICACDS 2021會議。目前，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。她的主要研究興趣包括數位影像處理和計算機視覺、人工智慧、機器學習、深度學習和物聯網。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。
穆克什博士於2011年在印度曼尼帕爾高等教育學院的卡斯圖巴醫學院（Kasturba Medical College, Mangalore）獲得MBBS學位，並於2014年在班加羅爾的馬利亞醫院（Mallya Hospital）獲得外科碩士學位（Master of Surgery）。他在職業生涯中獲得了多項著名獎項和認可，目前擔任印度德里Alshifa醫院的單位負責人和顧問，擁有超過6年的經驗。他發表了多篇文章和研究論文，並作為醫院委員會成員做出貢獻。他還在印度的知名醫院和教育機構進行了專家講座，包括乳腺健康意識、癌症意識推廣、COVID-19預防措施，以及在2021年1月的104 FM上進行的專家講座（Pro Biotic品牌大使）。他還在醫學影像領域指導計算機科學的博士生。
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