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Machine Vision

Machine Vision

Machine Vision

Wesley E. Snyder , North Carolina State University
Hairong Qi , University of Tennessee, Knoxville
November 2010
Available
Paperback
9780521169813
$94.00
USD
Paperback
USD
eBook

    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.

    • Describes essential theoretical background as well as cutting-edge applications
    • Includes many programming exercises that give insight into the development of image processing algorithms
    • A CD-ROM containing software and data used in the book is provided

    Product details

    February 2011
    Adobe eBook Reader
    9780511984822
    0 pages
    0kg
    This ISBN is for an eBook version which is distributed on our behalf by a third party.

    Table of Contents

    • 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.
    Resources for
    Type
    Data files for use with the book
    Size: 22.67 MB
    Type: application/zip
    Supporting Materials and Errata List
      Authors
    • Wesley E. Snyder , North Carolina State University
    • Hairong Qi , University of Tennessee, Knoxville