1.

Record Nr.

UNISALENTO991003235569707536

Autore

Pham, D. T.

Titolo

Smart inspection systems [e-book] : techniques and applications of intelligent vision / D.T. Pham, R.J. Alcock

Pubbl/distr/stampa

Amsterdam ; Boston : Academic Press, c2003

ISBN

9780125541572

0125541570

Descrizione fisica

221 p. : ill. ; 24 cm. + 1 CD-ROM (4 3/4 in.)

Altri autori (Persone)

Alcock, R. J.

Disciplina

658.562

Soggetti

Quality control - Optical methods

Electronic books.

Lingua di pubblicazione

Inglese

Formato

Risorsa elettronica

Livello bibliografico

Monografia

Nota di bibliografia

Includes bibliographical references and indexes

Nota di contenuto

Automated Visual Inspection and Artificial Intelligence. Image Acquisition and Enhancement. Segmentation. Feature Extraction and Selection. Classification. Smart Vision Applications. Industrial Inspection Systems

Sommario/riassunto

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, some based on a demonstration version of a commercially available image-processing tool contained in the CD-ROM supplied with the book. 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