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Machine Vision
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  • Page extent: 452 pages
  • Size: 246 x 189 mm
  • Weight: 1.153 kg

Library of Congress

  • Dewey number: 006.3/7
  • Dewey version: 21
  • LC Classification: TA1634 .S69 2004
  • LC Subject headings:
    • Computer vision

Library of Congress Record

Mixed media product

 (ISBN-13: 9780521830461 | ISBN-10: 052183046X)

Replaced by 9780521169813


Providing all the necessary theoretical tools, this comprehensive introduction to machine vision shows how these tools are applied in actual image processing and machine vision systems. A key feature is the inclusion of many programming exercises giving insights into the development of practical image processing algorithms. A CD-ROM containing software and data used in these exercises is also included. Aimed at graduate students in electrical engineering, computer science, and mathematics, the book will be a useful reference for professionals as well.


1. Introduction; 2. Review of mathematical principles; 3. Writing programs to process images; 4. Images: description and characterization; 5. Linear operators and kernels; 6. Image relaxation: restoration and feature extraction; 7. Mathematical morphology; 8. Segmentation; 9. Shape; 10. Consistent labeling; 11. Parametric transform; 12. Graphs and graph-theoretic concepts; 13. Image matching; 14. Statistical pattern recognition; 15. Clustering; 16. Syntactic pattern recognition; 17. Applications; 18. Automatic target recognition.

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