Fundamentals of Digital Image Processing: A Practical Approach with Examples in Matlab - Hardcover

Solomon, Chris; Breckon, Toby

Hardcover

ISBN 10: 0470844728 ISBN 13: 9780470844724

Publisher: Wiley, 2010

Synopsis

This is an introductory to intermediate level text on the science of image processing, which employs the Matlab programming language to illustrate some of the elementary, key concepts in modern image processing and pattern recognition. The approach taken is essentially practical and the book offers a framework within which the concepts can be understood by a series of well chosen examples, exercises and computer experiments, drawing on specific examples from within science, medicine and engineering.

Clearly divided into eleven distinct chapters, the book begins with a fast-start introduction to image processing to enhance the accessibility of later topics. Subsequent chapters offer increasingly advanced discussion of topics involving more challenging concepts, with the final chapter looking at the application of automated image classification (with Matlab examples) .

Matlab is frequently used in the book as a tool for demonstrations, conducting experiments and for solving problems, as it is both ideally suited to this role and is widely available. Prior experience of Matlab is not required and those without access to Matlab can still benefit from the independent presentation of topics and numerous examples.

• Features a companion website http://www.wiley.com/go/solomon/fundamentals containing a Matlab fast-start primer, further exercises, examples, instructor resources and accessibility to all files corresponding to the examples and exercises within the book itself.
• Includes numerous examples, graded exercises and computer experiments to support both students and instructors alike.

About this title

About the Author

Dr Chris Solomon, Applied Optics Group, School of Physical Sciences, The University of Kent, Canterbury, Kent, UK.

Dr Stuart Gibson, VisionMetric, Canterbury, Kent, UK.

From the Back Cover

Fundamentals of Digital Image Processing provides a comprehensive introduction to the science of image processing. Key concepts and techniques are thoroughly explained and the theory is complemented and consolidated with numerous practical examples and code fragments.

Fundamentals of Digital Image Processing focuses on the essential elements in image processing techniques and is suitable both for beginners and for experienced researchers. A ‘Fast-Start’ appendix is included for those with no prior knowledge of Matlab and supplementary material and problems are provided on the associated book website:

www.wiley.com/go/solomon

• An accessible introduction to image processing for students and researchers alike
• Associated with the Matlab programming language to enhance understanding of the practical aspects of the subject
• A complimentary website featuring solutions to the exercises, a forum for discussion and accessibility to files corresponding to the examples and exercises within the book.
• Contains clear examples, exercises and computer experiments which enable the reader to quickly test, verify and experiment in an instructive and interactive way.
• Includes applications such as medical imaging and Geographic Information Systems

Fundamentals of Digital Image Processing focuses on the essential elements in image processing techniques and is suitable both for beginners and for experienced researchers. A ‘Fast-Start’ appendix is included for those with no prior knowledge of Matlab and supplementary material and problems are provided on the associated book website:

www.wiley.com/go/solomon

• An accessible introduction to image processing for students and researchers alike
• Associated with the Matlab programming language to enhance understanding of the practical aspects of the subject
• A complimentary website featuring solutions to the exercises, a forum for discussion and accessibility to files corresponding to the examples and exercises within the book.
• Contains clear examples, exercises and computer experiments which enable the reader to quickly test, verify and experiment in an instructive and interactive way.
• Includes applications such as medical imaging and Geographic Information Systems

Edition details

• Publisher: Wiley
• Publication date: 2010
• Language: English
• ISBN 10: 0470844728
• ISBN 13: 9780470844724
• Binding: Hardcover
• Edition number: 1
• Number of pages: 352