Machine Vision For Advanced Production
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Machine Vision For Advanced Production
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Author : Matti Pietikinen
language : en
Publisher: World Scientific
Release Date : 1996
Machine Vision For Advanced Production written by Matti Pietikinen and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Technology & Engineering categories.
Machine vision technology has created a strong interest among research organizations, resulting in many innovative products. Despite this end users have been very skeptical towards machine vision and its robustness in harsh industrial environments. This book presents the results of a national machine vision technology program aimed at boosting research and putting research results to work in practical industrial applications. The topics to be covered include image acquisition, analysis of surface color and texture, applications of machine vision in surface inspection and process control, 3-D measurements, and CAD-based machine vision.
Machine Vision For Advanced Production Pt 2
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Author :
language : en
Publisher:
Release Date : 1996
Machine Vision For Advanced Production Pt 2 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with categories.
Machine Vision For Advanced Productions
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Author : Matti Pietikäinen
language : en
Publisher:
Release Date : 1996
Machine Vision For Advanced Productions written by Matti Pietikäinen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with categories.
Machine Vision And Industrial Robotics In Manufacturing
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Author : Alex Khang
language : en
Publisher: CRC Press
Release Date : 2024-07-29
Machine Vision And Industrial Robotics In Manufacturing written by Alex Khang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-29 with Computers categories.
This book covers the basics of machine vision and robotics in the manufacturing industry. Major applicability of intelligent machines and robotics in the manufacturing sector are explored in three major areas of product traceability, remote product-monitoring, supply chain, logistics, and product record management. Machine Vision and Industrial Robotics in Manufacturing: Approaches, Technologies, and Applications explains advanced technologies based on Artificial Intelligence and Industrial Internet of Things related to smart manufacturing applications. The book introduces the emerging machines and robotics applications that are enabling smart factories initiatives worldwide. The chapters examine labor productivity, factory device installation, and defective product detection. The authors share modern models, emerging technologies, designs, frameworks, theories, practices, and sustainable approaches to design and implement machine vision with industrial robotics. They also examine the challenging issues associated with the leveraging of technologies related to machine vision, computer vision, robotics, Internet of Things, Industrial Internet of Things technologies, Artificial Intelligence-equipped machines, applications, and automatic techniques for intelligent manufacturing systems and smart factory infrastructure in the era of Industry 4.0 manufacturing. The authors also examine topics such as the role of existing management and production solutions, their limitations, and future directions in manufacturing industry. This book targets a mixed audience of students, engineers, scholars, researchers, academics, and professionals who are learning, researching, and working in the field of machine vision, Artificial Intelligence, Industrial Internet of Things, computer vision, and robotic technologies from different industries and economics.
Computer Vision And Machine Learning In Agriculture Volume 3
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Author : Jagdish Chand Bansal
language : en
Publisher: Springer Nature
Release Date : 2023-07-31
Computer Vision And Machine Learning In Agriculture Volume 3 written by Jagdish Chand Bansal and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-31 with Technology & Engineering categories.
This book is as an extension of the previous two volumes on “Computer Vision and Machine Learning in Agriculture”. This volume 3 discusses solutions to the problems of agricultural production by rendering advanced machine learning including deep learning tools and techniques. The book contains 13 chapters that focus on in-depth research outputs in precision agriculture, crop farming, horticulture, floriculture, vertical farming, animal husbandry, disease detection, plant recognition, production yield, product quality, defect assessment, and overall automation through robots and drones. The topics covered in the current volume, along with the previous volumes, are comprehensive literature for both beginners and experienced in this domain.
Advanced Manufacturing And Automation Xi
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Author : Yi Wang
language : en
Publisher: Springer Nature
Release Date : 2022-03-07
Advanced Manufacturing And Automation Xi written by Yi Wang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-07 with Technology & Engineering categories.
The proceedings collect selected papers from the 11th International Workshop of Advanced Manufacturing and Automation (IWAMA 2021), held in Zhengzhou Polytechnic, China on 11 - 12 October, 2021. Topics focusing on novel techniques for manufacturing and automation in Industry 4.0 are now vital factors for the maintenance and improvement of the economy of a nation and the quality of life. It will help academic researchers and engineering to implement the concept, theory and methods in Industry 4.0 which has been a hot topic. These proceedings will make valuable contributions to academic researchers, engineers in the industry for the challenges in the 4th industry revolution and smart factories.
Digital Twin Fundamental Concepts To Applications In Advanced Manufacturing
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Author : Surjya Kanta Pal
language : en
Publisher: Springer Nature
Release Date : 2021-08-12
Digital Twin Fundamental Concepts To Applications In Advanced Manufacturing written by Surjya Kanta Pal and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-12 with Technology & Engineering categories.
This book provides readers with a guide to the use of Digital Twin in manufacturing. It presents a collection of fundamental ideas about sensor electronics and data acquisition, signal and image processing techniques, seamless data communications, artificial intelligence and machine learning for decision making, and explains their necessity for the practical application of Digital Twin in Industry. Providing case studies relevant to the manufacturing processes, systems, and sub-systems, this book is beneficial for both academics and industry professionals within the field of Industry 4.0 and digital manufacturing.
Integrated Imaging And Vision Techniques For Industrial Inspection
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Author : Zheng Liu
language : en
Publisher: Springer
Release Date : 2016-08-23
Integrated Imaging And Vision Techniques For Industrial Inspection written by Zheng Liu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-23 with Computers categories.
This pioneering text/reference presents a detailed focus on the use of machine vision techniques in industrial inspection applications. An internationally renowned selection of experts provide insights on a range of inspection tasks, drawn from their cutting-edge work in academia and industry, covering practical issues of vision system integration for real-world applications. Topics and features: presents a comprehensive review of state-of-the-art hardware and software tools for machine vision, and the evolution of algorithms for industrial inspection; includes in-depth descriptions of advanced inspection methodologies and machine vision technologies for specific needs; discusses the latest developments and future trends in imaging and vision techniques for industrial inspection tasks; provides a focus on imaging and vision system integration, implementation, and optimization; describes the pitfalls and barriers to developing successful inspection systems for smooth and efficient manufacturing process.
Advanced Machine Vision Paradigms For Medical Image Analysis
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Author : Tapan K. Gandhi
language : en
Publisher: Academic Press
Release Date : 2020-08-11
Advanced Machine Vision Paradigms For Medical Image Analysis written by Tapan K. Gandhi and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-11 with Computers categories.
Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics. Medical image analysis and understanding are daunting tasks owing to the massive influx of multi-modal medical image data generated during routine clinal practice. Advanced computer vision and machine intelligence approaches have been employed in recent years in the field of image processing and computer vision. However, due to the unstructured nature of medical imaging data and the volume of data produced during routine clinical processes, the applicability of these meta-heuristic algorithms remains to be investigated. Advanced Machine Vision Paradigms for Medical Image Analysis presents an overview of how medical imaging data can be analyzed to provide better diagnosis and treatment of disease. Computer vision techniques can explore texture, shape, contour and prior knowledge along with contextual information, from image sequence and 3D/4D information which helps with better human understanding. Many powerful tools have been developed through image segmentation, machine learning, pattern classification, tracking, and reconstruction to surface much needed quantitative information not easily available through the analysis of trained human specialists. The aim of the book is for medical imaging professionals to acquire and interpret the data, and for computer vision professionals to learn how to provide enhanced medical information by using computer vision techniques. The ultimate objective is to benefit patients without adding to already high healthcare costs. Explores major emerging trends in technology which are supporting the current advancement of medical image analysis with the help of computational intelligence Highlights the advancement of conventional approaches in the field of medical image processing Investigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques, as well as their applications in medical image analysis
Research On Control Schemes With The Vision System For Advanced Mechatronics Devices
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Author : Xue-Ling Luo
language : en
Publisher:
Release Date : 2020
Research On Control Schemes With The Vision System For Advanced Mechatronics Devices written by Xue-Ling Luo and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
With the rapid development of machine vision-related technologies, machine vision has drawn great attention from researchers in other engineering areas. In fields like mechanical engineering, a visual system could play a significant role in solving problems for robots motion control. If the pose of a machine tool manipulator can be obtained easily and accurately, the control strategies for mechanisms would become more efficient. And this would highly promote newly designed machines into the real application. The trend of advanced manufacturing is that mechanical systems are moving towards full automation. However, during the transition, certain human involved processes of manufacturing still cannot be replaced completely. How to create a safe and efficient human-in-the-loop working environment with well-developed machine vision technologies would be one of the keys to the success of advanced manufacturing. This study focuses on control schemes with the visual system for different types of mechatronics devices. This dissertation has been organized with three steps of studies. In the first step, we study how to promote well-designed machines for application. A vision-based motion control approach is proposed and validated for a recently designed generalized parallel robot. As we understand that it is hard to ignore that human-involved manufacturing is happening before the full automation, the second stage of this study is on how to design a control scheme for a robot to understand information from the surroundings and to be able to accomplish certain tasks by itself. A mobile robot motion control scheme is proposed and implemented in this study with the advanced visual technology to achieve the function of a certain moving target following. In the third part, the study focuses on an advanced Human-Robot Interaction with providing a control scheme for a mobile manipulator by signals from common hand gestures in real-time, which would contribute to the technology access ability in areas that robots has replaced intensive labor work but human experience is highly required. Each of these three parts has been present with a project that includes a control approach design for a specific robot system and the system validation experiment.