Computer Vision and Image Analysis for Industry 4.0 (工業4.0的電腦視覺與影像分析)
Siddique, Nazmul, Arefin, Mohammad Shamsul, Ahad, Atiqur Rahman
- 出版商: CRC
- 出版日期: 2024-12-19
- 售價: $2,310
- 貴賓價: 9.5 折 $2,195
- 語言: 英文
- 頁數: 197
- 裝訂: Quality Paper - also called trade paper
- ISBN: 103218762X
- ISBN-13: 9781032187624
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相關分類:
Computer Vision
尚未上市,無法訂購
相關主題
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與研究不斷進步,機器和人類的效率也會隨之提升。《Computer Vision and Image Analysis for Industry 4.0》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。該文本提出了多種技術,用於疾病檢測和預測、文字識別和簽名驗證、影像標題生成、洪水水位評估、作物分類以及智能眼控輪椅的製造。
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 目前任職於阿爾斯特大學計算、工程與智能系統學院。他在德國德累斯頓工業大學獲得控制工程的Dipl.-Ing.學位,在孟加拉國工程與科技大學獲得計算機科學碩士學位,並在英國謝菲爾德大學自動控制與系統工程系獲得智能控制博士學位。他的研究興趣包括:控制論、計算智能、自然啟發計算、隨機系統和車輛通信。他已發表超過170篇研究論文,包括五本由John Wiley、Springer和Taylor Francis出版的書籍。他擔任過多個知名期刊的特刊客座編輯,主題涵蓋控制論智能、計算智能、神經網絡和機器人技術。他是七本國際期刊的編輯委員會成員,包括《Nature Scientific Research》。他是高等教育學院的院士,IEEE的高級會員,以及IEEE SMC Society和UK-RI Chapter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 目前在孟加拉國達夫迪爾國際大學計算機科學與工程系任職,並從吉大港工程與科技大學(CUET)借調而來。此前,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信息工程博士學位,並獲得日本文部科學省的獎學金支持。作為其博士研究的一部分,Arefin博士曾在IBM Yamato軟體實驗室工作。他的研究包括隱私保護數據發布與挖掘、分散式與雲計算、大數據管理、多語言數據管理、語義網、面向對象系統開發以及農業與環境的IT應用。Arefin博士在國際期刊、書籍系列和會議論文集中發表了超過120篇被引用的出版物。他是IEEE的高級會員,ACM的成員,IEB和BCS的院士。Arefin博士是BIM 2021的組織主席;ECCE 2017的TPC主席;ECCE 2019的組織共同主席;以及BDML 2020的組織主席。Arefin博士曾因不同的專業和社交活動訪問日本、印尼、馬來西亞、不丹、新加坡、南韓、埃及、印度、沙烏地阿拉伯和中國。
Md Atiqur Rahman Ahad,SMIEEE,SMOSA;達卡大學教授;大阪大學特聘副教授。他曾在達卡大學、新南威爾士大學和九州科技大學學習。他在Springer出版了10本書籍,例如《基於IoT傳感器的活動識別》、《動作歷史影像的動作識別與理解》、《計算機視覺與動作識別》。他發表了超過180篇期刊/會議論文、章節,並進行了120多場主題演講/受邀演講,獲得35項以上的獎項/認可。他是《Scientific Reports, Nature》的編輯委員會成員;《Frontiers in Computer Science》的副編輯;《International Journal of Affective Engineering》的編輯;《IJCVSP》的主編;《PRL, Elsevier》、《JMUI, Springer》、《JHE, Hindawi》、《IJICIC》的客座編輯;以及ACM和IAPR的成員。
M. Ali Akber Dewan,IEEE成員,於2003年在孟加拉國庫爾納大學獲得計算機科學與工程學士學位,並於2009年在南韓京畿大學獲得計算機工程博士學位。從2003年到2008年,他曾在吉大港工程與科技大學計算機科學與工程系擔任講師,並於2009年成為助理教授。從2009年到2012年,他在加拿大蒙特利爾的康考迪亞大學擔任博士後研究員。從2012年到2014年,他在蒙特利爾的École de Technologie Supérieure擔任研究助理。