Computer Vision and Image Analysis for Industry 4.0
Siddique, Nazmul, Arefin, Mohammad Shamsul, Ahad, MD Atiqur Rahman
- 出版商: CRC
- 出版日期: 2023-06-12
- 售價: $4,140
- 貴賓價: 9.5 折 $3,933
- 語言: 英文
- 頁數: 314
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032164166
- ISBN-13: 9781032164168
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相關分類:
Computer Vision
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商品描述
Computer vision and image analysis are indispensable components of every automated environment. Modern machine vision and image analysis techniques play key roles in automation and quality assurance. Working environments can be improved significantly if we integrate computer vision and image analysis techniques. The more advancement in innovation and research in computer vision and image processing, the greater the efficiency of machines as well as humans. Computer Vision and Image Analysis for Industry 4.0 focuses on the roles of computer vision and image analysis for 4.0 IR-related technologies. The text proposes a variety of techniques for disease detection and prediction, text recognition and signature verification, image captioning, flood level assessment, crops classifications and fabrication of smart eye-controlled wheelchairs.
商品描述(中文翻譯)
電腦視覺和影像分析是每個自動化環境中不可或缺的組成部分。現代機器視覺和影像分析技術在自動化和品質保證中扮演著關鍵角色。如果我們整合電腦視覺和影像分析技術,工作環境可以顯著改善。隨著電腦視覺和影像處理的創新和研究不斷進步,機器和人類的效率也會越來越高。《工業4.0的電腦視覺和影像分析》專注於電腦視覺和影像分析在4.0工業革命相關技術中的角色。本書提出了各種用於疾病檢測和預測、文字識別和簽名驗證、圖像標題生成、洪水水位評估、作物分類和智能眼控輪椅製造等技術。
作者簡介
Nazmul Siddique is with the School of Computing, Engineering and Intelligent Systems, Ulster University. He obtained Dipl.-Ing. degree in Cybernetics from the Dresden University of Technology, Germany, MSc in Computer Science from Bangladesh University of Engineering and Technology and PhD in Intelligent Control from the Department of Automatic Control and Systems Engineering, University of Sheffield, England. His research interests include: cybernetics, computational intelligence, nature-inspired computing, stochastic systems and vehicular communication. He has published over 170 research papers including five books published by John Wiley, Springer and Taylor Francis. He guest-edited eight special issues of reputed journals on Cybernetic Intelligence, Computational Intelligence, Neural Networks and Robotics. He is on the editorial board of seven international journals including Nature Scientific Research. He is a Fellow of the Higher Education Academy, a senior member of IEEE and member of different committees of IEEE SMC Society and UK-RI Chapter. He was involved in organising many national and international conferences and co-edited seven conference proceedings.
Mohammad Shamsul Arefin is in lien from Chittagong University of Engineering and Technology (CUET) and currently affiliated with the Department of Computer Science and Engineering (CSE), Daffodil International University, Bangladesh. Earlier he was the Head of the Department of CSE, CUET. Prof. Arefin received his Doctor of Engineering Degree in Information Engineering from Hiroshima University, Japan with support of the scholarship of MEXT, Japan. As a part of his doctoral research, Dr. Arefin was with IBM Yamato Software Laboratory, Japan. His research includes privacy preserving data publishing and mining, distributed and cloud computing, big data management, multilingual data management, semantic web, object oriented system development and IT for agriculture and environment. Dr. Arefin has more than 120 referred publications in international journals, book series and conference proceedings. He is a senior member of IEEE, Member of ACM, Fellow of IEB and BCS. Dr. Arefin is the Organizing Chair of BIM 2021; TPC Chair, ECCE 2017; Organizing Co-Chair, ECCE 2019; and Organizing Chair, BDML 2020. Dr. Arefin visited Japan, Indonesia, Malaysia, Bhutan, Singapore, South Korea, Egypt, India, Saudi Arabia and China for different professional and social activities.
Md Atiqur Rahman Ahad, SMIEEE, SMOSA; Professor, University of Dhaka (DU); Specially Appointed Associate Professor, Osaka University. He studied at the University of Dhaka, University of New South Wales, and Kyushu Institute of Technology. His authored/edited 10 books in Springer, e.g., "IoT-sensor based Activity Recognition"; "Motion History Images for Action Recognition and Understanding"; "Computer Vision and Action Recognition". He published 180+ journal/conference papers, chapters, 120+ keynote/invited talks, 35+ Awards/Recognitions. He is an Editorial Board Member of Scientific Reports, Nature; Assoc. Editor of Frontiers in Computer Science; Editor of Int. Journal of Affective Engineering; Editor-in-Chief: IJCVSP; Guest-Editor: PRL, Elsevier; JMUI, Springer; JHE, Hindawi; IJICIC; Member: ACM, IAPR.
M. Ali Akber Dewan, Member, IEEE received the B.Sc. degree in computer science and engineering from Khulna University, Bangladesh, in 2003, and the Ph.D. degree in computer engineering from Kyung Hee University, South Korea, in 2009. From 2003 to 2008, he was also a Lecturer with the Department of Computer Science and Engineering, Chittagong University of Engineering and Technology, Bangladesh, where he was an Assistant Professor, in 2009. From 2009 to 2012, he was a Postdoctoral Researcher with Concordia University, Montreal, QC, Canada. From 2012 to 2014, he was a Research Associate with the ť Ecole de Technologie Supťerieure, Montreal. He is currently an Assistant Professor with the School of Computing and Information Systems, Athabasca University, Canada. He has published more than 50 articles in high impact journals and conference proceedings. His research interests include artificial intelligence, affective computing, computer vision, data mining, information visualization, machine learning, biometric recognition, medical image analysis, and health informatics. He has served as an editorial board member, a Chair/Co-Chair and a TPC member in several prestigious journals and conferences. He received the Dean's Award and the Excellent Research Achievement Award for his excellent academic performance and research achievements during his Ph.D. studies in South Korea.
作者簡介(中文翻譯)
Nazmul Siddique現任於阿爾斯特大學計算機、工程和智能系統學院。他在德國德累斯頓工業大學獲得了控制工程學士學位,並在孟加拉工程和技術大學獲得了計算機科學碩士學位,以及在英國謝菲爾德大學自動控制和系統工程系獲得了智能控制博士學位。他的研究興趣包括:控制工程、計算智能、自然啟發計算、隨機系統和車輛通信。他發表了超過170篇研究論文,包括由John Wiley、Springer和Taylor Francis出版的五本書籍。他擔任多個知名期刊的特刊編輯,主題涵蓋控制工程智能、計算智能、神經網絡和機器人學。他是七個國際期刊的編輯委員會成員,其中包括Nature Scientific Research。他是高等教育學院的會士,IEEE的高級會員,並擔任IEEE SMC學會和英國RI分會的不同委員會成員。他參與組織了許多國內外會議,並共同編輯了七本會議論文集。
Mohammad Shamsul Arefin畢業於Chittagong University of Engineering and Technology (CUET),目前隸屬於孟加拉國Daffodil International University的計算機科學與工程系。他曾擔任CUET計算機科學與工程系主任。Arefin教授在日本廣島大學獲得了信息工程博士學位,並獲得了日本MEXT獎學金的支持。作為博士研究的一部分,Arefin博士曾在日本IBM大和軟件實驗室工作。他的研究領域包括隱私保護數據發布和挖掘、分佈式和雲計算、大數據管理、多語言數據管理、語義網和面向農業和環境的IT。Arefin博士在國際期刊、專書系列和會議論文集上發表了120多篇論文。他是IEEE的高級會員,ACM的會員,IEB和BCS的會士。Arefin博士是BIM 2021的組織主席,ECCE 2017的技術委員會主席,ECCE 2019的組織副主席,以及BDML 2020的組織主席。Arefin博士曾訪問過日本、印尼、馬來西亞、不丹、新加坡、韓國、埃及、印度、沙特阿拉伯和中國,從事不同的專業和社會活動。
Md Atiqur Rahman Ahad是IEEE的會員,他在孟加拉國Khulna大學獲得了計算機科學和工程學士學位,並在韓國庆熙大学獲得了計算機工程博士學位。他曾在孟加拉國Chittagong大學的計算機科學和工程系擔任講師,並於2009年成為助理教授。從2009年到2012年,他在加拿大康考迪亞大學擔任博士後研究員,2012年至2014年在加拿大蒙特利尔高等技术学院擔任研究副教授。他目前是孟加拉国达卡大学的教授,也是日本大阪大学的特聘副教授。他在Springer出版了10本書籍,包括《基於物聯網傳感器的活動識別》、《動作識別和理解的運動歷史圖像》、《計算機視覺和動作識別》等。他發表了180多篇期刊/會議論文和章節,發表了120多次主題演講/邀請演講,獲得了35多個獎項/表彰。他是Scientific Reports的編輯委員會成員,Frontiers in Computer Science的副編輯,Int. Journal of Affective Engineering的編輯,IJCVSP的主編,PRL、Elsevier的特刊編輯,以及Springer、Hindawi的JMUI和IJICIC的編輯。他是ACM和IAPR的成員。
M. Ali Akber Dewan是IEEE的會員,他於2003年在孟加拉國Khulna大學獲得計算機科學和工程學士學位,並於2009年在韓國庆熙大学獲得計算機工程博士學位。他曾在孟加拉國Chittagong大學的計算機科學和工程系擔任講師,並於2009年成為助理教授。從2009年到2012年,他在加拿大康考迪亚大學擔任博士後研究員,2012年至2014年在加拿大蒙特利尔高等技术学院擔任研究副教授。他目前是孟加拉国达卡大学的教授,也是日本大阪大学的特聘副教授。他在Springer出版了10本書籍,包括《基於物聯網傳感器的活動識別》、《動作識別和理解的運動歷史圖像》、《計算機視覺和動作識別》等。他發表了180多篇期刊/會議論文和章節,發表了120多次主題演講/邀請演講,獲得了35多個獎項/表彰。他是Scientific Reports的編輯委員會成員,Frontiers in Computer Science的副編輯,Int. Journal of Affective Engineering的編輯,IJCVSP的主編,PRL、Elsevier的特刊編輯,以及Springer、Hindawi的JMUI和IJICIC的編輯。他是ACM和IAPR的成員。