Smart Inspection Systems: Techniques and Applications of Intelligent Vision

Front Cover
Elsevier, Dec 9, 2002 - Technology & Engineering - 240 pages

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.

 

Selected pages

Contents

Chapter 1 Automated Visual Inspection and Artificial Intelligence
1
Chapter 2 Image Acquisition and Enhancement
35
Chapter 3 Segmentation
69
Chapter 4 Feature Extraction and Selection
95
Chapter 5 Classification
129
Chapter 6 Smart Vision Applications
157
Chapter 7 Industrial Inspection Systems
193
Appendix
209
Author Index
213
Index
219
Copyright

Other editions - View all

Smart Inspection Systems: Techniques and Applications of Intelligent Vision
D. T. Pham,R. J. Alcock
No preview available - 2003

Common terms and phrases

applications area of interest artificial intelligence techniques automated inspection Automated Visual Inspection AVI systems Bayro-Corrochano calculated chromosomes classes classifier colour combination module convolution filter detector determine developed edge detection employed Engineering example image expert system feature extraction feature selection feature vector Figure find first five frontlighting function fuzzy logic genetic algorithms grey levels hidden neurons histogram IEEE Trans illumination image acquisition image enhancement image processing image segmentation inductive learning industrial input inspection systems Journal large number Machine Vision machine vision systems Manufacturing matrix method minimum bounding rectangle neural network neurons number of features object operation output parameters Pattern Recognition performance Pham and Alcock Pham D.T. pixels problem Proc production profile reflected region growing rule-based seal segmented image simulated annealing smart cameras SOFM specific subset sufficient Synergistic Classification Tabu search texture threshold training set utilised Wood Boards Wood Veneer

Bibliographic information

TitleSmart Inspection Systems: Techniques and Applications of Intelligent Vision
AuthorsDuc T. Pham, R J Alcock
PublisherElsevier, 2002
ISBN0080541275, 9780080541273
Length240 pages
Subjects › 

Reference / General
Technology & Engineering / Lasers & Photonics
Technology & Engineering / Mechanical
Technology & Engineering / Optics
  
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