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Integrated Imaging and Vision Techniques for Industrial Inspection: Advances and Applications: Advances in Computer Vision and Pattern Recognition

Editat de Zheng Liu, Hiroyuki Ukida, Pradeep Ramuhalli, Kurt Niel
en Limba Engleză Paperback – 23 aug 2016
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.
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Specificații

ISBN-13: 9781447169802
ISBN-10: 1447169808
Pagini: 541
Ilustrații: X, 541 p. 407 illus., 13 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția:Softcover reprint of the original 1st ed. 2015
Editura: SPRINGER LONDON
Colecția Springer
Seria Advances in Computer Vision and Pattern Recognition

Locul publicării:London, United Kingdom

Cuprins

Industrial Inspection with Open Eyes.- Part I: Advances in Technology.- Infrared Vision.- Inspection Methods for Metal Surfaces.- FlexWarp, a Fast and Flexible Method for High-Precision Image Registration.- How Optical CMMs and 3D Scanning will Revolutionize the 3D Metrology World.- Fast Three-Dimensional Shape Inspection Using a Multi-Sided Mirror.- Efficient Completeness Inspection Using Real-Time 3D Color Reconstruction with a Dual-Laser Triangulation System.- X-Ray Computed Tomography for Non-Destructive Testing and Materials Characterization.- Defect Inspection for Curved Surfaces with a Highly Specular Reflection.- Part II: Applications and System Integration for Vision-Based Inspection.- Robotic Inspection Systems.- Machine Vision Techniques for Condition Assessment of Civil Infrastructure.- Smart Check 3D.- Ultrasonic Evaluation and Imaging.- Non-Destructive Visualization Using Electromagnetic Waves for Real and Practical Sensing Technology for Robotics.- Magneto-Optic Imaging and its Applications.

Notă biografică

Dr. Zheng Liu is an Associate Professor at the University of British Columbia, Kelowna, BC, Canada. Dr. Hiroyuki Ukida is an Associate Professor in the Institute of Technology and Science at the University of Tokushima, Japan. Dr. Pradeep Ramuhalli is a Senior Research Scientist at the Pacific Northwest National Laboratory, Richland, WA, USA. Dipl.-Ing. Kurt Niel is the Head of the Department of Metrology and Control Engineering at the University of Applied Sciences Upper Austria, Wels, Austria.

Textul de pe ultima copertă

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
Bridging the gap between theoretical knowledge and engineering practice, this indispensable book will appeal to graduate students interested in imaging, machine vision, and industrial inspection. The work also serves as an excellent reference for researchers seeking to develop innovative solutions to tackle practical challenges, and for professional engineers who will benefit from the coverage of applications at both system and component level.

Caracteristici

Presents the latest technologies and solutions for industrial inspection Covers both theoretical advances and current engineering practices Includes case studies that illustrate applications of the techniques to real problems Includes supplementary material: sn.pub/extras