Smart Inspection Systems
Title | Smart Inspection Systems PDF eBook |
Author | Duc T. Pham |
Publisher | Elsevier |
Pages | 236 |
Release | 2002-12-09 |
Genre | Technology & Engineering |
ISBN | 0080541275 |
Smart Inspection Systems: Techniques and Applications of Intelligent Vision will enable engineers to understand the various stages of automated visual inspection (AVI) and how artificial intelligence can be incorporated into each stage to create "smart" inspection systems. The book contains many examples that illustrate and explain the application of conventional and artificial intelligence techniques in AVI. The text covers the whole AVI process, from illumination, image enhancement, segmentation and feature extraction, through to classification, and includes case studies of implemented AVI systems as well as reviews of commercially available inspection systems. Each chapter concludes with exercises. This book will be of interest to users and developers of commercial industrial inspection systems as well as researchers in the fields of machine vision, artificial intelligence and advanced manufacturing engineering.
Machine Vision Inspection Systems, Machine Learning-Based Approaches
Title | Machine Vision Inspection Systems, Machine Learning-Based Approaches PDF eBook |
Author | Muthukumaran Malarvel |
Publisher | John Wiley & Sons |
Pages | 352 |
Release | 2021-01-15 |
Genre | Computers |
ISBN | 1119786118 |
Machine Vision Inspection Systems (MVIS) is a multidisciplinary research field that emphasizes image processing, machine vision and, pattern recognition for industrial applications. Inspection techniques are generally used in destructive and non-destructive evaluation industry. Now a day's the current research on machine inspection gained more popularity among various researchers, because the manual assessment of the inspection may fail and turn into false assessment due to a large number of examining while inspection process. This volume 2 covers machine learning-based approaches in MVIS applications and it can be employed to a wide diversity of problems particularly in Non-Destructive testing (NDT), presence/absence detection, defect/fault detection (weld, textile, tiles, wood, etc.), automated vision test & measurement, pattern matching, optical character recognition & verification (OCR/OCV), natural language processing, medical diagnosis, etc. This edited book is designed to address various aspects of recent methodologies, concepts, and research plan out to the readers for giving more depth insights for perusing research on machine vision using machine learning-based approaches.
The Future of Manufacturing: The Italian Roadmap
Title | The Future of Manufacturing: The Italian Roadmap PDF eBook |
Author | Rosanna Fornasiero |
Publisher | Springer Nature |
Pages | 202 |
Release | |
Genre | |
ISBN | 3031605608 |
An Intelligent Inspection Planning System for Prismatic Parts on CMMs
Title | An Intelligent Inspection Planning System for Prismatic Parts on CMMs PDF eBook |
Author | Slavenko M. Stojadinović |
Publisher | Springer |
Pages | 148 |
Release | 2019-02-09 |
Genre | Technology & Engineering |
ISBN | 3030128075 |
This book examines an intelligent system for the inspection planning of prismatic parts on coordinate measuring machines (CMMs). The content focuses on four main elements: the engineering ontology, the model of inspection planning for prismatic parts on CMMs, the optimisation model of the measuring path based on an ant-colony approach, and the model of probe configuration and setup planning based on a genetic algorithm. The model of inspection planning for CMMs developed here addresses inspection feature construction, the sampling strategy, probe accessibility analysis, automated collision-free operation, and probe path planning. The proposed model offers a novel approach to intelligent inspection, while also minimizing human involvement (and thus the risk of human error) through intelligent planning of the probe configuration and part setup. The advantages of this approach include: reduced preparation times due to the automatic generation of a measuring protocol; potential optimisation of the measuring probe path, i.e., less time needed for the actual measurement; and increased planning process autonomy through minimal human involvement in the setup analysis and probe configuration.
Advanced Concepts for Intelligent Vision Systems
Title | Advanced Concepts for Intelligent Vision Systems PDF eBook |
Author | Sebastiano Battiato |
Publisher | Springer |
Pages | 905 |
Release | 2015-10-07 |
Genre | Computers |
ISBN | 3319259032 |
This book constitutes the thoroughly refereed proceedings of the 16th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2015, held Catania, Italy, in October 2015. The 76 revised full papers were carefully selected from 129 submissions. Acivs 2015 is a conference focusing on techniques for building adaptive, intelligent, safe and secure imaging systems. The focus of the conference is on following topic: low-level Image processing, video processing and camera networks, motion and tracking, security, forensics and biometrics, depth and 3D, image quality improvement and assessment, classification and recognition, multidimensional signal processing, multimedia compression, retrieval, and navigation.
Handbook of Research on Advanced Mechatronic Systems and Intelligent Robotics
Title | Handbook of Research on Advanced Mechatronic Systems and Intelligent Robotics PDF eBook |
Author | Habib, Maki K. |
Publisher | IGI Global |
Pages | 466 |
Release | 2019-07-26 |
Genre | Technology & Engineering |
ISBN | 1799801381 |
Advanced research in the field of mechatronics and robotics represents a unifying interdisciplinary and intelligent engineering science paradigm. It is a holistic, concurrent, and interdisciplinary engineering science that identifies novel possibilities of synergizing and fusing different disciplines. The Handbook of Research on Advanced Mechatronic Systems and Intelligent Robotics is a collection of innovative research on the methods and applications of knowledge in both theoretical and practical skills of intelligent robotics and mechatronics. While highlighting topics including green technology, machine learning, and virtual manufacturing, this book is ideally designed for researchers, students, engineers, and computer practitioners seeking current research on developing innovative ideas for intelligent robotics and autonomous and smart interdisciplinary mechatronic products.
Intelligent Bridge Maintenance and Management
Title | Intelligent Bridge Maintenance and Management PDF eBook |
Author | Gang Wu |
Publisher | Springer Nature |
Pages | 475 |
Release | |
Genre | |
ISBN | 981973827X |