Industrial Vision Systems With Raspberry Pi

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Industrial Vision Systems with Raspberry Pi

Mohaideen A, Dr. Kadhar,G. Anand
Industrial Vision Systems with Raspberry Pi Book PDF

Author : Mohaideen A, Dr. Kadhar,G. Anand
Publisher : Apress
Page : 0 pages
File Size : 40,6 Mb
Release : 2024-03-12
Category : Computers
ISBN : 9798868800962

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Industrial Vision Systems with Raspberry Pi by Mohaideen A, Dr. Kadhar,G. Anand Pdf

Today’s industries are faced with a growing demand for vision systems due to their non-invasive characteristics in inspecting product quality. These systems identify surface defects and faults, and verify components’ orientation and their measurements, etc. This book explores the vision techniques needed to design and develop your own industrial vision system with the help of Raspberry Pi. You’ll start by reviewing basic concepts and applications of machine vision systems, followed by the preliminaries of Python, OpenCV, required libraries, and installing OpenCV for Python on Raspberry Pi. These are used when implementing image processing for the system applications. You’ll then look at interfacing techniques and some of the challenges industrial vision systems encounter, such as lighting and camera angles. Algorithms and image processing techniques are also discussed, along with machine learning and deep learning techniques. Later chapters explain the use of GUI apps and real-time applications of Industrial vision systems. Each chapter concludes with examples and demo implementations to facilitate your knowledge of the concepts. By the end of the book, you’ll be able to build and deploy computer vision applications with Python, OpenCV, and Raspberry Pi. What You'll Learn Build and deploy industrial vision system using Raspberry Pi and Python programming Explore computer vision techniques using Raspberry Pi and OpenCV Implement popular vision techniques for industrial applications in real time Review modern image processing techniques such as image segmentation, thresholding, and contours Who This Book Is For Raspberry Pi and Python enthusiasts interested in computer vision applications; educators, industrialists, and industrial solution providers who want to design vision-based testing products with the help of Raspberry Pi

Examining Optoelectronics in Machine Vision and Applications in Industry 4.0

Sergiyenko, Oleg,Rodriguez-Quiñonez, Julio C.,Flores-Fuentes, Wendy
Examining Optoelectronics in Machine Vision and Applications in Industry 4 0 Book PDF

Author : Sergiyenko, Oleg,Rodriguez-Quiñonez, Julio C.,Flores-Fuentes, Wendy
Publisher : IGI Global
Page : 346 pages
File Size : 54,8 Mb
Release : 2021-02-12
Category : Computers
ISBN : 9781799865247

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Examining Optoelectronics in Machine Vision and Applications in Industry 4.0 by Sergiyenko, Oleg,Rodriguez-Quiñonez, Julio C.,Flores-Fuentes, Wendy Pdf

The research and exploitation of optoelectronic properties in the industrial branch of electronics is becoming more popular each day due to the important role they play in the development of a large variety of sensors, devices, and systems for identifying, measuring, and constructing. While optoelectronics study the applications of electronic devices that source, detect, and transform light, machine vision generates and detects light in order to provide imaging-based automatic inspections and analysis for such applications as automatic object and environmental inspection, process control, and robot/mobile machine guidance in industry. Machine vision is less efficient without optoelectronics, and thus, it is important to investigate the theoretical approaches to different optoelectronic devices available for machine vision as well as current scanning technologies. Examining Optoelectronics in Machine Vision and Applications in Industry 4.0 focuses on the examination of emerging technologies for the design, fabrication, and implementation of optoelectronic sensors, devices, and systems in a machine vision approach to support industrial, commercial, and scientific applications. The book covers topics such as the design, fabrication, and implementation of sensors and devices as well as the development viewpoint of optoelectronic systems and artificial vision techniques using optoelectronic devices. The interaction and informational communication between all these mentioned devices in the complex solution of the same task is the subject of modern challenges in Industry 4.0. Thus, this book supports engineers, technology developers, academicians, researchers, and students who seek machine vision techniques for detection, measurement, and 3D reconstruction.

Automation 2018

Roman Szewczyk,Cezary Zieliński,Małgorzata Kaliczyńska
Automation 2018 Book PDF

Author : Roman Szewczyk,Cezary Zieliński,Małgorzata Kaliczyńska
Publisher : Springer
Page : 795 pages
File Size : 49,5 Mb
Release : 2018-03-07
Category : Technology & Engineering
ISBN : 9783319771793

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Automation 2018 by Roman Szewczyk,Cezary Zieliński,Małgorzata Kaliczyńska Pdf

This book consists of papers presented at Automation 2018, an international conference held in Warsaw from March 21 to 23, 2018. It discusses the radical technological changes occurring due to the INDUSTRY 4.0, with a focus on offering a better understanding of the Fourth Industrial Revolution. Each chapter presents a detailed analysis of interdisciplinary knowledge, numerical modeling and simulation as well as the application of cyber-physical systems, where information technology and physical devices create synergic systems leading to unprecedented efficiency. The theoretical results, practical solutions and guidelines presented are valuable for both researchers working in the area of engineering sciences and practitioners looking for solutions to industrial problems.

Intelligent Vision Systems for Industry

Bruce G. Batchelor,Paul F. Whelan
Intelligent Vision Systems for Industry Book PDF

Author : Bruce G. Batchelor,Paul F. Whelan
Publisher : Springer Science & Business Media
Page : 475 pages
File Size : 53,5 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781447104315

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Intelligent Vision Systems for Industry by Bruce G. Batchelor,Paul F. Whelan Pdf

The application of intelligent imaging techniques to industrial vision problems is an evolving aspect of current machine vision research. Machine vision is a relatively new technology, more concerned with systems engineering than with computer science, and with much to offer the manufacturing industry in terms of improving efficiency, safety and product quality. Beginning with an introductory chapter on the basic concepts, the authors develop these ideas to describe intelligent imaging techniques for use in a new generation of industrial imaging systems. Sections cover the application of AI languages such as Prolog, the use of multi-media interfaces and multi-processor systems, external device control, and colour recognition. The text concludes with a discussion of several case studies that illustrate how intelligent machine vision techniques can be used in industrial applications.

Machine Vision

Richard K. Miller,Nello Zeuch
Machine Vision Book PDF

Author : Richard K. Miller,Nello Zeuch
Publisher : Springer Science & Business Media
Page : 222 pages
File Size : 52,8 Mb
Release : 1989-08-31
Category : Technology & Engineering
ISBN : 0442237375

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Machine Vision by Richard K. Miller,Nello Zeuch Pdf

Aimed at manufacturing managers and engineers looking for an introduction to computer vision and its potential, this book discusses the areas in which machine vision is being used, explains different types of machine vision hardware and software and summarizes research at several universities.

Information and Communication Technology for Intelligent Systems

Suresh Chandra Satapathy,Amit Joshi
Information and Communication Technology for Intelligent Systems Book PDF

Author : Suresh Chandra Satapathy,Amit Joshi
Publisher : Springer
Page : 745 pages
File Size : 55,8 Mb
Release : 2018-12-30
Category : Technology & Engineering
ISBN : 9789811317422

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Information and Communication Technology for Intelligent Systems by Suresh Chandra Satapathy,Amit Joshi Pdf

The book gathers papers addressing state-of-the-art research in all areas of Information and Communication Technologies and their applications in intelligent computing, cloud storage, data mining and software analysis. It presents the outcomes of the third International Conference on Information and Communication Technology for Intelligent Systems, which was held on April 6–7, 2018, in Ahmedabad, India. Divided into two volumes, the book discusses the fundamentals of various data analytics and algorithms, making it a valuable resource for researchers’ future studies.

Handbook of Machine and Computer Vision

Alexander Hornberg
Handbook of Machine and Computer Vision Book PDF

Author : Alexander Hornberg
Publisher : John Wiley & Sons
Page : 868 pages
File Size : 49,5 Mb
Release : 2017-06-19
Category : Computers
ISBN : 9783527413393

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Handbook of Machine and Computer Vision by Alexander Hornberg Pdf

The second edition of this accepted reference work has been updated to reflect the rapid developments in the field and now covers both 2D and 3D imaging. Written by expert practitioners from leading companies operating in machine vision, this one-stop handbook guides readers through all aspects of image acquisition and image processing, including optics, electronics and software. The authors approach the subject in terms of industrial applications, elucidating such topics as illumination and camera calibration. Initial chapters concentrate on the latest hardware aspects, ranging from lenses and camera systems to camera-computer interfaces, with the software necessary discussed to an equal depth in later sections. These include digital image basics as well as image analysis and image processing. The book concludes with extended coverage of industrial applications in optics and electronics, backed by case studies and design strategies for the conception of complete machine vision systems. As a result, readers are not only able to understand the latest systems, but also to plan and evaluate this technology. With more than 500 images and tables to illustrate relevant principles and steps.

Machine Vision for Industry 4.0

Roshani Raut,Salahddine Krit,Prasenjit Chatterjee
Machine Vision for Industry 4 0 Book PDF

Author : Roshani Raut,Salahddine Krit,Prasenjit Chatterjee
Publisher : CRC Press
Page : 338 pages
File Size : 48,9 Mb
Release : 2022-03-23
Category : Technology & Engineering
ISBN : 9781000518238

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Machine Vision for Industry 4.0 by Roshani Raut,Salahddine Krit,Prasenjit Chatterjee Pdf

This book discusses the use of machine vision and technologies in specific engineering case studies and focuses on how machine vision techniques are impacting every step of industrial processes and how smart sensors and cognitive big data analytics are supporting the automation processes in Industry 4.0 applications. Industry 4.0, the Fourth Industrial Revolution, combines traditional manufacturing with automation and data exchange. Machine vision is used in the industry for reliable product inspections, quality control, and data capture solutions. It combines different technologies to provide important information from the acquisition and analysis of images for robot-based inspection and guidance. Features Presents a comprehensive guide on how to use machine vision for Industry 4.0 applications, such as analysis of images for automated inspections, object detection, object tracking, and more Includes case studies of Robotics Internet of Things with its current and future applications in healthcare, agriculture, and transportation Highlights the inclusion of impaired people in the industry, for example, an intelligent assistant that helps deaf-mute individuals to transmit instructions and warnings in a manufacturing process Examines the significant technological advancements in machine vision for Industrial Internet of Things and explores the commercial benefits using real-world applications from healthcare to transportation Discusses a conceptual framework of machine vision for various industrial applications The book addresses scientific aspects for a wider audience such as senior and junior engineers, undergraduate and postgraduate students, researchers, and anyone interested in the trends, development, and opportunities for machine vision for Industry 4.0 applications.

Computer Information Systems and Industrial Management

Khalid Saeed,Jiří Dvorský
Computer Information Systems and Industrial Management Book PDF

Author : Khalid Saeed,Jiří Dvorský
Publisher : Springer Nature
Page : 490 pages
File Size : 52,8 Mb
Release : 2021-09-17
Category : Computers
ISBN : 9783030843403

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Computer Information Systems and Industrial Management by Khalid Saeed,Jiří Dvorský Pdf

This book constitutes the proceedings of the 20th International Conference on Computer Information Systems and Industrial Management Applications, CISIM 2021, held in Ełk, Poland, September 24–26, 2021. The 38 papers presented together with 1 invited speech and 3 abstracts of keynotes were carefully reviewed and selected from 69 submissions. The main topics covered by the chapters in this book are mobile and pervasive computing, machine learning, high performance computing, image processing, industrial management. Additionally, the reader will find interesting papers on computer information systems, biometrics, security systems, and sensor network service. The contributions are organized in the following topical sections: biometrics and pattern recognition applications; computer information systems and security; industrial management and other applications; machine learning and artificial neural networks; modelling and optimization, and others.Chapter 24 "A first step towards automated species recognition from camera trap images of mammals using AI in a European temperate forest" is published open access under a CC BY license (Creative Commons Attribution 4.0 International License).

Intelligent Systems in Production Engineering and Maintenance III

Anna Burduk,Andre D. L. Batako,José Machado,Ryszrad Wyczółkowski,Ewa Dostatni,Izabela Rojek
Intelligent Systems in Production Engineering and Maintenance III Book PDF

Author : Anna Burduk,Andre D. L. Batako,José Machado,Ryszrad Wyczółkowski,Ewa Dostatni,Izabela Rojek
Publisher : Springer Nature
Page : 808 pages
File Size : 43,6 Mb
Release : 2023-10-28
Category : Technology & Engineering
ISBN : 9783031442827

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Intelligent Systems in Production Engineering and Maintenance III by Anna Burduk,Andre D. L. Batako,José Machado,Ryszrad Wyczółkowski,Ewa Dostatni,Izabela Rojek Pdf

This book reports on intelligent methods and solutions in engineering production and maintenance. It describes advanced tools for optimizing production processes, increasing their automation, safety and sustainability. Contributions cover different stages of the production process, such as product design, supply chain, and equipment maintenance and safety. This is one of the two volumes based on the 4th International Conference on Intelligent Systems in Production Engineering and Maintenance, ISPEM 2023, held on September 13-15, 2023, in Wroclaw, Poland.

Soft Computing in Smart Manufacturing

Tatjana Sibalija,J. Paulo Davim
Soft Computing in Smart Manufacturing Book PDF

Author : Tatjana Sibalija,J. Paulo Davim
Publisher : Walter de Gruyter GmbH & Co KG
Page : 291 pages
File Size : 46,5 Mb
Release : 2021-12-06
Category : Technology & Engineering
ISBN : 9783110693225

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Soft Computing in Smart Manufacturing by Tatjana Sibalija,J. Paulo Davim Pdf

This book aims at addressing the challenges of contemporary manufacturing in Industry 4.0 environment and future manufacturing (aka Industry 5.0), by implementing soft computing as one of the major sub-fields of artificial intelligence. It contributes to development and application of the soft computing systems, including links to hardware, software and enterprise systems, in resolving modern manufacturing issues in complex, highly dynamic and globalized industrial circumstances. It embraces heterogeneous complementary aspects, such as control, monitoring and modeling of different manufacturing tasks, including intelligent robotic systems and processes, addressed by various machine learning and fuzzy techniques; modeling and parametric optimization of advanced conventional and non-conventional, eco-friendly manufacturing processes by using machine learning and evolutionary computing techniques; cybersecurity framework for Internet of Things-based systems addressing trustworthiness and resilience in machine-to-machine and human-machine collaboration; static and dynamic digital twins integration and synchronization in a smart factory environment; STEP-NC technology for a smart machine vision system, and integration of Open CNC with Service-Oriented Architecture for STEP-NC monitoring system in a smart manufacturing. Areas of interest include but are not limited to applications of soft computing to address the following: dynamic process/system modeling and simulation, dynamic process/system parametric optimization, dynamic planning and scheduling, smart, predictive maintenance, intelligent and autonomous systems, improved machine cognition, effective digital twins integration, human-machine collaboration, robots, and cobots.

Engineering UAS Applications: Sensor Fusion, Machine Vision and Mission Management

Jesús Garcia,José M. Molina,Juan Pedro Llerena,Daniel Amigo,David Sánchez Pedroche
Engineering UAS Applications Sensor Fusion Machine Vision and Mission Management Book PDF

Author : Jesús Garcia,José M. Molina,Juan Pedro Llerena,Daniel Amigo,David Sánchez Pedroche
Publisher : Artech House
Page : 317 pages
File Size : 42,9 Mb
Release : 2023-07-31
Category : Technology & Engineering
ISBN : 9781630819842

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Engineering UAS Applications: Sensor Fusion, Machine Vision and Mission Management by Jesús Garcia,José M. Molina,Juan Pedro Llerena,Daniel Amigo,David Sánchez Pedroche Pdf

Unmanned aerial systems (UAS) have evolved rapidly in recent years thanks to advances in microelectromechanical components, navigation, perception, and artificial intelligence, allowing for a fast development of autonomy. This book presents general approaches to develop, test, and evaluate critical functions such as navigation, obstacle avoidance and perception, and the capacity to improve performance in real and simulated scenarios. It provides the practical knowledge to install, analyze and evaluate UAS solutions working in real systems; illustrates how to use and configure complete platforms and software tools; and reviews the main enabling technologies applied to develop UAS, possibilities and evaluation methodology. You will get the tools you need to evaluate navigation and obstacle avoidance functions, object detection, and planning and landing alternatives in simulated conditions. The book also provides helpful guidance on the integration of additional sensors (video, weather, meteorological) and communication networks to build IoT solutions. This is an important book for practitioners and researchers interested in integrating advanced techniques in the fields of AI, sensor fusion and mission management, and anyone interest in applying and testing advanced algorithms in UAS platforms.

Machine Vision and Augmented Intelligence

Koushlendra Kumar Singh,Manish Kumar Bajpai,Akbar Sheikh Akbari
Machine Vision and Augmented Intelligence Book PDF

Author : Koushlendra Kumar Singh,Manish Kumar Bajpai,Akbar Sheikh Akbari
Publisher : Springer Nature
Page : 645 pages
File Size : 48,5 Mb
Release : 2023-06-01
Category : Computers
ISBN : 9789819901890

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Machine Vision and Augmented Intelligence by Koushlendra Kumar Singh,Manish Kumar Bajpai,Akbar Sheikh Akbari Pdf

This book comprises the proceedings of the International Conference on Machine Vision and Augmented Intelligence (MAI 2022). The conference proceedings encapsulate the best deliberations held during the conference. The diversity of participants in the event from academia, industry, and research reflects in the articles appearing in the book. The book encompasses all industrial and non-industrial applications. This book covers a wide range of topics such as modeling of disease transformation, epidemic forecast, image processing, and computer vision, augmented intelligence, soft computing, deep learning, image reconstruction, artificial intelligence in health care, brain-computer interface, cybersecurity, social network analysis, and natural language processing.​

Applications of Advanced Optimization Techniques in Industrial Engineering

Abhinav Goel,Anand Chauhan,A. K. Malik
Applications of Advanced Optimization Techniques in Industrial Engineering Book PDF

Author : Abhinav Goel,Anand Chauhan,A. K. Malik
Publisher : CRC Press
Page : 242 pages
File Size : 47,5 Mb
Release : 2022-03-10
Category : Mathematics
ISBN : 9781000544862

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Applications of Advanced Optimization Techniques in Industrial Engineering by Abhinav Goel,Anand Chauhan,A. K. Malik Pdf

This book provides different approaches used to analyze, draw attention, and provide an understanding of the advancements in the optimization field across the globe. It brings all of the latest methodologies, tools, and techniques related to optimization and industrial engineering into a single volume to build insights towards the latest advancements in various domains. Applications of Advanced Optimization Techniques in Industrial Engineering includes the basic concept of optimization, techniques, and applications related to industrial engineering. Concepts are introduced in a sequential way along with explanations, illustrations, and solved examples. The book goes on to explore applications of operations research and covers empirical properties of a variety of engineering disciplines. It presents network scheduling, production planning, industrial and manufacturing system issues, and their implications in the real world. The book caters to academicians, researchers, professionals in inventory analytics, business analytics, investment managers, finance firms, storage-related managers, and engineers working in engineering industries and data management fields.

Innovative Technologies in Intelligent Systems and Industrial Applications

Subhas Chandra Mukhopadhyay,S.M. Namal Arosha Senanayake,P.W. Chandana Withana
Innovative Technologies in Intelligent Systems and Industrial Applications Book PDF

Author : Subhas Chandra Mukhopadhyay,S.M. Namal Arosha Senanayake,P.W. Chandana Withana
Publisher : Springer Nature
Page : 977 pages
File Size : 43,8 Mb
Release : 2023-11-04
Category : Computers
ISBN : 9783031290787

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Innovative Technologies in Intelligent Systems and Industrial Applications by Subhas Chandra Mukhopadhyay,S.M. Namal Arosha Senanayake,P.W. Chandana Withana Pdf

This book presents the proceedings of the 7th International Conference on Innovative Technologies in Intelligent Systems & Industrial Application (CITISIA), held in virtual mode in Kuala Lumpur, Malaysia, and Sydney, Australia on November 16-18, 2022. It showcases advances and innovations in Industry 4.0, smart society 5.0, mobile technologies, smart manufacturing, smart data fusion, hybrid intelligence, cloud computing, and digital society.